Vision-related quality of life (QoL) analyzes the visual function concerning individual well-being based on activity and social participation. Because QoL is a multivariate construct, a multivariate statistical method must be used to analyze this construct. In this paper, we present a methodology based on STATIS multivariate three-way methods to assess the real change in vision-related QoL for myopic patients by comparing their conditions before and after corneal surgery. We conduct a case study in Costa Rica to detect the outcomes of patients referred for myopia that underwent refractive surgery. We consider a descriptive, observational and prospective study. We utilize the NEI VFQ-25 instrument to measure the vision-related QoL in five different stages over three months. After applying this instrument/questionnaire, a statistically significant difference was detected between the perceived QoL levels. In addition, strong correlations were identified with highly similar structures ranging from 0.857 to 0.940. The application of the dual STATIS method found the non-existence of reconceptualization in myopic patients, but a statistically significant recalibration was identified. Furthermore, a real change was observed in all patients after surgery. This finding has not been stated previously due to the limitations of the existing statistical tools. We demonstrated that dual STATIS is a multivariate method capable of evaluating vision-related QoL data and detecting changes in recalibration and reconceptualization.
Citation: Francisco J. Perdomo-Argüello, Estelina Ortega-Gómez, Purificación Galindo-Villardón, Víctor Leiva, Purificación Vicente-Galindo. STATIS multivariate three-way method for evaluating quality of life after corneal surgery: Methodology and case study in Costa Rica[J]. Mathematical Biosciences and Engineering, 2023, 20(4): 6110-6133. doi: 10.3934/mbe.2023264
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Vision-related quality of life (QoL) analyzes the visual function concerning individual well-being based on activity and social participation. Because QoL is a multivariate construct, a multivariate statistical method must be used to analyze this construct. In this paper, we present a methodology based on STATIS multivariate three-way methods to assess the real change in vision-related QoL for myopic patients by comparing their conditions before and after corneal surgery. We conduct a case study in Costa Rica to detect the outcomes of patients referred for myopia that underwent refractive surgery. We consider a descriptive, observational and prospective study. We utilize the NEI VFQ-25 instrument to measure the vision-related QoL in five different stages over three months. After applying this instrument/questionnaire, a statistically significant difference was detected between the perceived QoL levels. In addition, strong correlations were identified with highly similar structures ranging from 0.857 to 0.940. The application of the dual STATIS method found the non-existence of reconceptualization in myopic patients, but a statistically significant recalibration was identified. Furthermore, a real change was observed in all patients after surgery. This finding has not been stated previously due to the limitations of the existing statistical tools. We demonstrated that dual STATIS is a multivariate method capable of evaluating vision-related QoL data and detecting changes in recalibration and reconceptualization.
Semirings have significant applications in theory of automata, optimization theory, and in theoretical computer sciences (see [1,2,3]). A group of Russian mathematicians was able to create novel probability theory based on additive inverse semirings, called idempotent analysis (see[4,5]) having interesting applications in quantum physics. Javed et al. [6] identified a proper subclass of semirings known as MA-Semirings. The development of commutator identities and Lie type theory of semirings [6,7,8,9,10] and derivations [6,7,8,11,12] make this class quite interesting for researchers. To investigate commuting conditions for rings through certain differential identities and certain ideals are still interesting problems for researchers in ring theory (see for example [13,14,15,16,17,18,19]) and some of them are generalized in semirings (see [6,8,9,10,11,20]). In this paper we investigate commuting conditions of prime MA-semirings through certain differential identities and Jordan ideals (Theorems 2.5–2.8) and also study differential identities with the help of Jordan ideals (Theorem 2.3, Theorem 2.4, Theorem 2.10). In this connection we are able to generalize a few results of Oukhtite [21] in the setting of semirings. Now we present some necessary definitions and preliminaries which will be very useful for the sequel. By a semiring S, we mean a semiring with absorbing zero '0' in which addition is commutative. A semiring S is said to be additive inverse semiring if for each s∈S there is a unique s′∈S such that s+s′+s=s and s′+s+s′=s′, where s′ denotes the pseudo inverse of s. An additive inverse semiring S is said to be an MA-semiring if it satisfies s+s′∈Z(S),∀s∈S, where Z(S) is the center of S. The class of MA-semirings properly contains the class of distributive lattices and the class of rings, we refer [6,8,11,22] for examples. Throughout the paper by semiring S we mean an MA-semiring unless stated otherwise. A semiring S is prime if aSb={0} implies that a=0 or b=0 and semiprime if aSa={0} implies that a=0. S is 2-torsion free if for s∈S,2s=0 implies s=0. An additive mapping d:S⟶S is a derivation if d(st)=d(s)t+sd(t). The commutator is defined as [s,t]=st+t′s. By Jordan product, we mean s∘t=st+ts for all s,t∈S. The notion of Jordan ideals was introduced by Herstein [23] in rings which is further extended canonically by Sara [20] for semirings. An additive subsemigroup G of S is called the Jordan ideal if s∘j∈G for all s∈S,j∈G. A mapping f:S⟶S is commuting if [f(s),s]=0, ∀s∈S. A mapping f:S⟶S is centralizing if [[f(s),s],r]=0, ∀s,r∈S. Next we include some well established identities of MA-semirings which will be very useful in the sequel. If s,t,z∈S and d is a derivation of S, then [s,st]=s[s,t], [st,z]=s[t,z]+[s,z]t, [s,tz]=[s,t]z+t[s,z], [s,t]+[t,s]=t(s+s′)=s(t+t′), (st)′=s′t=st′, [s,t]′=[s,t′]=[s′,t], s∘(t+z)=s∘t+s∘z, d(s′)=(d(s))′. To see more, we refer [6,7].
From the literature we recall a few results of MA-semirings required to establish the main results.
Lemma 1. [11] Let G be a Jordan ideal of an MA-semiring S. Then for all j∈G (a). 2[S,S]G⊆G (b). 2G[S,S]⊆G (c). 4j2S⊆G (d). 4Sj2⊆G (e). 4jSj⊆G.
Lemma 2. [11] Let S be a 2-torsion free prime MA-semiring and G a Jordan ideal of S. If aGb={0} then a=0 or b=0.
In view of Lemma 1 and Lemma 2, we give some very useful remarks.
Remark 1. [11]
a). If r,s,t∈S,u∈G, then 2[r,st]u∈G.
b). If aG={0} or Ga={0}, then a=0.
Lemma 3. [12] Let G be a nonzero Jordan ideal and d be a derivation of a 2-torsion free prime MA-semiring S such that for all u∈G, d(u2)=0. Then d=0.
Lemma 4. Let G be a nonzero Jordan ideal of a 2-torsion free prime MA-semiring S. If a∈S such that for all g∈G, [a,g2]=0. Then [a,s]=0,∀s∈S and hence a∈Z(S).
Proof. Define a function da:S⟶S by da(s)=[a,s], which is an inner derivation. As every inner derivation is derivation, therefore in view of hypothesis da is derivation satisfying da(g2)=[a,g2]=0,∀g∈G. By Lemma 3, da=0, which implies that da(s)=[a,s]=0, for all s∈S. Hence a∈Z(S).
Lemma 5. Let S be a 2-torsion free prime MA-semiring and G a nonzero Jordan ideal of S. If S is noncommutative such that for all u,v∈G and r∈S
a[r,uv]b=0, | (2.1) |
then a=0 or b=0.
Proof. In (2.1) replacing r by ar and using MA-semiring identities, we obtain
aa[r,uv]b+a[a,uv]rb=0 | (2.2) |
Using (2.1) again, we get a[a,uv]Sb=0. By the primeness of S, we have either b=0 or a[a,uv]=0. Suppose that
a[a,uv]=0 | (2.3) |
In view of Lemma 1, replacing v by 2v[s,t] in (2.3) and using 2-torsion freeness of S, we get 0=a[a,uv[s,t]]=auv[a,[s,t]]+a[a,uv][s,t]. Using (2.3) again auv[a,[s,t]]=0 and therefore auG[a,[s,t]]={0}. By the Lemma 2, we have either aG={0} or [a,[s,t]]=0. By Remark 1, aG={0} implies a=0. Suppose that
[a,[s,t]]=0 | (2.4) |
In (2.4) replacing s by sa, we get [a,s[a,t]]+[a,[s,t]a]=0 and therefore [a,s[a,t]]+[a,[s,t]]a=0. Using (2.4) again, we get [a,s][a,t]=0. By the primeness of S, [a,s]=0 and therefore a∈Z(S). Hence from (2.2), we can write aS[r,uv]b={0}. By the primeness of S, we obtain a=0 or
[r,uv]b=0 | (2.5) |
In (2.5) replacing r by rs and using (2.5) again, we get [r,uv]Sb={0}. By the primeness of S, we have either b=0 or [r,uv]=0. Suppose that
[r,uv]=0 | (2.6) |
In (2.6) replacing y by 2v[s,t] and using (2.6) again, we obtain 2[r,uv[s,t]]=0. As S is 2-torsion free, [r,uv[s,t]]=0 which further gives uG[r,[s,t]]={0}. As G≠{0}, by Lemma 2 [r,[s,t]]=0 which shows that S is commutative, a contradiction. Hence we conclude that a=0 or b=0.
Theorem 1. Let S be a 2-torsion free prime MA-semiring and G a nonzero Jordan ideal of S. If d1 and d2 are derivations of S such that for all u∈G,
d1d2(u)=0 | (2.7) |
then either d1=0 or d2=0.
Proof. Suppose that d2≠0. We will show that d1=0. In view of Lemma 1, replacing u by 4u2v,v∈G in (2.7), we obtain d1d2(4u2v)=0 and by the 2-torsion freeness of S, we have d1d2(u2v)=0. Using (2.7) again, we obtain
d2(u2)d1(v)+d1(u2)d2(v)=0 | (2.8) |
By lemma 1, replacing v by 2[r,jk]v,j,k∈G in (2.8), we get
d2(u2)d1(2[r,jk]v)+d1(u2)d2(2[r,jk]v)=0 |
and
2d2(u2)[r,jk]d1(v)+2d2(u2)d1([r,jk])v+2d1(u2)[r,jk]d2(v)+2d1(u2)d2([r,jk])v=0 |
Using (2.8) again and hence by the 2-torsion freeness of S, we obtain
d2(u2)[r,jk]d1(v)+d1(u2)[r,jk]d2(v)=0 | (2.9) |
In (2.9), replacing v by 4v2t,t∈S and using (2.9) again, we obtain
4d2(u2)[r,jk]v2d1(t)+4d1(u2)[r,jk]v2d2(t)=0 |
As S is 2-torsion free, therefore
d2(u2)[r,jk]v2d1(t)+d1(u2)[r,jk]v2d2(t)=0 | (2.10) |
In (2.10), taking t=d2(g),g∈G and using (2.7), we obtain
d1(u2)[r,jk]v2d2(d2(g))=0 | (2.11) |
In (2.11) writing a for d1(u2) and b for v2d2(d2(g)), we have a[r,jk]b=0,∀r∈S,j,k∈G.
Firstly suppose that S is not commutative. By Lemma 5, we have a=0 or b=0. If d1(u2)=a=0, then by Lemma 3, d1=0. Secondly suppose that S is commutative. In (2.7) replacing u by 2u2, we obtain 0=d1d2(2u2)=2d1d2(u2)=4d1(ud2(u))=4(d1(u)d2(u)+ud1d2(u)). Using (2.7) and the 2-torsion freeness of S, we obtain d1(u)d2(u)=0. By our assumption S is commutative, therefore d1(u)Sd2(u)={0}. By the primeness of S, we have either d1(G)={0} or d2(G)={0}. By Theorem 2.4 of [11], we have d1=0 or d2=0. But d2≠0. Hence d1=0 which completes the proof.
Theorem 2. Let S be a 2-torsion free prime MA-semiring and G a nonzero Jordan ideal of S. If d1 and d2 are derivations of S such that for all u∈G
d1(d2(u)+u′)=0, | (2.12) |
then d1=0.
Proof. Firstly suppose that S is commutative. Replacing u by 2u2 in (2.12) and using (2.12) again, we obtain d1(u)d2(u)=0 which further implies d1(u)Sd2(u)={0}. In view of Theorem 2.4 of [11], by the primeness of S we have d1=0 or d2=0. If d2=0, then from (2.12), we obtain d1(u)=0,∀u∈G and hence by Lemma 3, we conclude d1=0. Secondly suppose that S is noncommutative. Further suppose that d2≠0. We will show that d1=0. In (2.12) replacing u by 4u2v,v∈G, and using (2.12) again, we obtain 2(d2(u2)d1(v)+d1(u2)d2(v))=0. As S is 2-torsion free, therefore
d2(u2)d1(v)+d1(u2)d2(v)=0 | (2.13) |
In (2.13) replacing v by 2[r,jk]v,r∈S,j,k,v∈G, we obtain
d2(u2)d1(2[r,jk])v+2d2(u2)[r,jk]d1(v)+d1(u2)d2(2[r,jk])v+2d1(u2)[r,jk]d2(v)=0 |
As by MA-semiring identities, 2[r,jk]=2j[r,k]+2[r,j]k, by Lemma 1 2[r,jk]∈G. Therefore using (2.13) again and the 2-torsion freeness of S, we obtain
d2(u2)[r,jk]d1(v)+d1(u2)[r,jk]d2(v)=0 | (2.14) |
In (2.14) replacing v by 4v2t,t∈S and using (2.14) again, we get
d2(u2)[r,jk]v2d1(t)+d1(u2)[r,jk]v2d2(t)=0 | (2.15) |
In (2.15) taking t=t(d2(w)+w′),w∈G, we get
d2(u2)[r,jk]v2d1(t(d2(w)+w′))+d1(u2)[r,jk]v2d2(t(d2(w)+w′))=0 |
and therefore
d2(u2)[r,jk]v2d1(t)(d2(w)+w′)+d2(u2)[r,jk]v2td1((d2(w)+w′))
+d1(u2)[r,jk]v2d2(t)(d2(w)+w′)+d1(u2)[r,jk]v2td2(d2(w)+w′)=0 |
Using (2.12) and (2.15) in the last expression, we obtain
(d1(u2))[r,jk](v2td2(d2(w)+w′))=0 | (2.16) |
Applying Lemma 5 on (2.15), we get either d1(u2)=0 or v2td2(d2(w)+w′)=0. If d1(u2)=0 then by Lemma 3, d1=0. If v2Sd2(d2(w)+w′)={0}, the by the primeness of S, we have v2=0 or d2(d2(w)+w′)=0. If v2=0,∀v∈G, then G={0}, a contradiction. Suppose that for all w∈G
d2(d2(w)+w′)=0 | (2.17) |
In (2.17)replacing w by 4z2u,z,u∈G, and using (2.17) again, we obtain
d2(z2)d2(u)=0 | (2.18) |
In (2.18), replacing u by 4xz2,x∈G and using (2.18) again, we obtain d2(z2)Gd2(z2)={0}. By Lemma 2, d2(z2)=0 and hence by Lemma 3, we conclude that d2=0. Taking d2=0 in the hypothesis to obtain d1(u)=0 and hence by Theorem 2.4 of [11], we have d1=0.
Theorem 3. Let G be a nonzero Jordan ideal of a 2-torsion free prime MA-semiring S and d1 and d2 be derivations of S such that for all u,v∈G
[d1(u),d2(v)]+[u,v]′=0 | (2.19) |
Then S is commutative.
Proof. If d1=0 or d2=0, then from (2.19), we obtain [G,G]={0}. By Theorem 2.3 of [11] S is commutative. We assume that both d1 and d2 are nonzero. In (2.19) replacing u by 4uw2 and using MA-semiring identities and 2-torsion freeness of S, we get
d1(u)[2w2,d2(v)]+([d1(u),d2(v)]+[u,v]′)2w2+u([d1(2w2),d2(v)]
+[2w2,v]′)+[u,d2(v)]d1(2w2)=0 |
Using (2.19) again, we get
d1(u)[2w2,d2(v)]+[u,d2(v)]d1(2w2)=0 |
and by the 2-torsion freeness of S, we have
d1(u)[w2,d2(v)]+[u,d2(v)]d1(w2)=0 | (2.20) |
Replacing u by 2u[r,jk] in (2.20) and using it again, we obtain
d1(u)[r,jk][w2,d2(v)]+[u,d2(v)][r,jk]d1(w2)=0 | (2.21) |
In (2.21) replacing u by 4su2 and using (2.21) again, we obtain
d1(s)u2[r,jk][w2,d2(v)]+[s,d2(v)]u2[r,jk]d1(w2)=0 | (2.22) |
In (2.22) replacing s by d2(v)s and then using commutator identities, we get
d1d2(v)su2[r,jk][w2,d2(v)]=0 | (2.23) |
Therefore d1d2(v)Su2[r,jk][w2,d2(v)]={0}. By the primeness of S, we obtain either d1d2(v)=0 or u2[r,jk][w2,d2(v)]=0. Consider the sets
G1={v∈G:d1d2(v)=0} |
and
G2={v∈G:u2[r,jk][w2,d2(v)=0} |
We observe that G=G1∪G2. We will show that either G=G1 or G=G2. Suppose that v1∈G1∖G2 and v2∈G2∖G1. Then v1+v2∈G1+G2⊆G1∪G2=G. We now see that 0=d1d2(v1+v2)=d1d2(v2), which shows that v2∈G1, a contradiction. On the other hand 0=u2[r,jk][w2,d2(v1+v2)]=u2[r,jk][w2,d2(v1)], which shows that v1∈G2, a contradiction. Therefore either G1⊆G2 or G2⊆G1, which respectively show that either G=G1 or G=G2. Therefore we conclude that for all v∈G, d1d2(v)=0 or u2[r,jk][w2,d2(v)]=0. Suppose that d1d2(v)=0,v∈G. then by Lemma 2.1, d1=0 or d2=0. Secondly suppose that u2[r,jk][w2,d2(v)]=0,u,v,w,j,k∈G,r∈S. By Lemma 5, we have either u2=0 or [w2,d2(v)]=0. But u2=0 leads to G={0} which is not possible. Therefore [w2,d2(v)]=0 and employing Lemma 4, [d2(v),s]=0,s∈S. Hence by Theorem 2.2 of [22], S is commutative.
Theorem 4. Let G be a nonzero Jordan ideal of a 2-torsion free prime MA-semiring S and d1 and d2 be derivations of S such that for all u,v∈G
d1(u)d2(v)+[u,v]′=0 | (2.24) |
Then d1=0 or d2=0 and thus S is commutative.
Proof. It is quite clear that if at least one of d1 and d2 is zero, then we obtain [G,G]={0}. By Theorem 2.3 of [11] and Theorem 2.1 of [22], S is commutative. So we only show that at least one of the derivations is zero. Suppose that d2≠0. In (2.24), replacing v by 4vw2,w∈G, we obtain d1(u)d2(4vw2)+[u,4vw2]′=0 and therefore using MA-semirings identities, we can write
4d1(u)vd2(w2)+4d1(u)d2(v)w2+4v[u,w2]′+4[u,v]′w2=0 |
In view of Lemma 1 as 2w2∈G, using (2.24) and the 2-torsion freeness of S, we obtain
d1(u)vd2(w2)+v[u,w2]′=0 | (2.25) |
In (2.25) replacing v by 2[s,t]v, s,t∈S and hence by the 2-torsion freeness of S, we get
d1(u)[s,t]vd2(w2)+[s,t]v[u,w2]′=0 | (2.26) |
Multiplying (2.25) by [s,t] from the left, we get
[s,t]d1(u)vd2(w2)+[s,t]v[u,w2]′=0 |
and since S is an MA-semiring, therefore
[s,t]d1(u)vd2(w2)=[s,t]v[u,w2] | (2.27) |
Using (2.27) into (2.26), we obtain d1(u)[s,t]vd2(w2)+[s,t]′d1(u)vd2(w2)=0. By MA-semirings identities, we further obtain [d1(u),[s,t]]Gd2(w2)={0}. By Lemma 2, we obtain either [d1(u),[s,t]]=0 or d2(w2)=0. If d2(w2)=0, then by Lemma 3, d2=0. On the other hand, if
[d1(u),[s,t]]=0 | (2.28) |
In (2.28) replacing t by st, we get [d1(u),s[s,t]]=0 and using (2.23) again [d1(u),s][s,t]=0 and therefore [d1(u),s]S[s,t]={0} and by the primeness of S, we get [S,S]={0} and hence S is commutative or [d1(u),s]=0. In view of Theorem 2.2 of [22] from [d1(u),s]=0 we have [S,S]={0} which further implies S is commutative. Hence (2.19)becomes d1(u)d2(v)=0. As above we have either d1=0 or d2=0.
Theorem 5. Let S be a 2-torsion free prime MA-semiring and G a nonzero Jordan ideal of S. If d1, d2 and d3 be nonzero. derivations such that for all u,v∈G either
1). d3(v)d1(u)+d2(u′)d3(v)=0 or
2). d3(v)d1(u)+d2(u′)d3(v)+[u,v]′=0.
Then S is commutative and d1=d2.
Proof. 1). By the hypothesis for the first part, we have
d3(v)d1(u)+d2(u′)d3(v)=0 | (2.29) |
which further implies
d3(v)d1(u)=d2(u)d3(v) | (2.30) |
In (2.29) replacing u by 4uw2, we obtain
4d3(v)d1(u)w2+4d3(v)ud1(w2)+4d2(u′)w2d3(v)+4u′d2(w2)d3(v)=0 |
and therefore by the 2-torsion freeness of S, we have
d3(v)d1(u)w2+d3(v)ud1(w2)+d2(u′)w2d3(v)+u′d2(w2)d3(v)=0 | (2.31) |
Using (2.30) into (2.31), we obtain
d2(u)[d3(v),w2]+[d3(v),u]d1(w2)=0 | (2.32) |
In (2.32) replacing u by 2u[r,jk],r∈S,j,k∈G, and using (2.32) again, we get
d2(u)[r,jk][d3(v),w2]+[d3(v),u][r,jk]d1(w2)=0 | (2.33) |
In (2.33) replacing u by 4tu2,t∈S and using 2-torsion freeness and (2.33) again, we get
d2(t)u2[r,jk][d3(v),w2]+[d3(v),t]u2[r,jk]d1(w2)=0 | (2.34) |
Taking t=d3(v)t in (2.34) and using (2.34) again we obtain
d2d3(v)tu2[r,jk][d3(v),w2]=0 | (2.35) |
We see that equation (2.35) is similar as (2.23) of the previous theorem, therefore repeating the same process we obtain the required result.
2). By the hypothesis, we have
d3(v)d1(u)+d2(u′)d3(v)+[u,v]′=0 | (2.36) |
For d3=0, we obtain [G,G]={0} and by Theorem 2.3 of [11] this proves that S is commutative. Assume that d3≠0. From (2.36), using MA-semiring identities, we can write
d3(v)d1(u)=d2(u)d3(v)+[u,v] | (2.37) |
and
d3(v)d1(u)+[u,v]′=d2(u)d3(v) | (2.38) |
In (2.36), replacing u by 4uz2, we obtain
4(d3(v)ud1(z2)+d3(v)d1(u)z2+d2(u′)z2d3(v)+u′d2(z2)d3(v)+u[z2,v]′)+[u,v]′z2)=0 |
and using (2.37) and (2.38) and then 2-torsion freeness of S, we obtain
[d3(v),u]d1(z2)+d2(u)[d3(v),z2]=0 | (2.39) |
We see that (2.39) is same as (2.32) of the previous part of this result. This proves that [S,S]={0} and hence S is commutative. Also then by the hypothesis, since d3≠0, d1=d2.
Theorem 6. Let G be nonzero Jordan ideal of a 2-torsion free prime MA-semiring S and d1 and d2 be nonzero derivations of S such that for all u,v∈G
[d2(v),d1(u)]+d1[v,u]′=0 | (2.40) |
Then S is commutative.
In (2.40) replacing u by 4uw2,w∈G and using 2-torsion freeness and again using(2.40), we obtain
[d2(v)+v′,u]d1(w2)+d1(u)[d2(v)+v′,w2]=0 | (2.41) |
In (2.41) replacing u by 2u[r,jk],j,k∈G,r∈S, we obtain
u[d2(v)+v′,2[r,jk]]d1(w2)+2[d2(v)+v′,u][r,jk]d1(w2)
+ud1(2[r,jk])[d2(v)+v′,w2]+2d1(u)[r,jk][d2(v)+v′,w2]=0 |
Using 2-torsion freeness and (2.41) again, we get
[d2(v)+v′,u][r,jk]d1(w2)+d1(u)[r,jk][d2(v)+v′,w2]=0 | (2.42) |
In(2.42) replacing u by 4tu2,t∈Sand using (2.42) again, we get
[d2(v)+v′,t]u2[r,jk]d1(w2)+d1(t)u2[r,jk][d2(v)+v′,w2]=0 | (2.43) |
In (2.43) taking t=(d2(v)+v′)t and using MA-semirings identities, we obtain
(d2(v)+v′)[d2(v)+v′,t]u2[r,jk]d1(w2)+d1(d2(v)+v′)tu2[r,jk][d2(v)+v′,w2]
+(d2(v)+v′)d1(t)u2[r,jk][d2(v)+v′,w2]=0 |
and using (2.43) again, we obtain
d1(d2(v)+v′)tu2[r,jk][d2(v)+v′,w2]=0 | (2.44) |
By the primeness we obtain either d1(d2(v)+v′)=0 or u2[r,jk][d2(v)+v′,w2]=0. If d1(d2(v)+v′)=0, then by Theorem 2 we have d1=0, which contradicts the hypothesis. Therefore we must suppose u2[r,jk][d2(v)+v′,w2]=0. By Lemma 5, we have either u2=0 or [d2(v)+v′,w2]=0. But u2=0 implies G={0} which is not possible. On the other hand applying Lemma 5, we have [d2(v)+v′,r]=0,∀r∈S and therefore taking r=v,v∈G and [d2(v),v]+[v′,v]=0 and using MA-semiring identities, we get
[d2(v),v]+[v,v]′=0 | (2.45) |
As [v,v]′=[v,v], from (2.45), we obtain [d2(v),v]+[v,v]=0 and therefore
[d2(v),v]=[v,v]′ | (2.46) |
Using (2.46) into (2.45), we get 2[d2(v),v]=0 and by the 2-torsion freeness of S, we get [d2(v),v]=0. By Theorem 2.2 of [22], we conclude that S is commutative.
Corollary 1. Let G be nonzero Jordan ideal of a 2-torsion free prime MA-semiring S and d be a nonzero derivation of S such that for all u,v∈G d[v, u] = 0. Then S is commutative
Proof. In theorem (6) taking d2=0 and d1=d, we get the required result.
Theorem 7. Let G be a nonzero Jordan ideal of a 2-torsion free prime MA-semiring and d2 be derivation of S. Then there exists no nonzero derivation d1 such that for all u,v∈G
d2(v)∘d1(u)+d1(v′∘u)=0 | (2.47) |
Proof. Suppose on the contrary that there is a nonzero derivation d1 satisfying (2.47). In (2.47) replacing u by 4uw2,w∈G and using (2.47) again, we obtain
d1(u)[w2,d2(v)+v]+[u,d2(v)]′d1(w2)+ud1(v∘w2)+(u∘v)d1(w2)′+ud1[v,w2]′=0 | (2.48) |
In (2.48), replacing u by u[r,jk],r∈S,j,k∈G and using (2.48) again, we get
d1(u)[r,jk][w2,d2(v)+v]+[u,d2(v)+v]′[r,jk]d1(w2)=0 | (2.49) |
In (2.49) replacing u by 4tu2,t∈S and using (2.49) again, we obtain
d1(t)u2[r,jk][w2,d2(v)+v]+td1(u2)[r,jk][w2,d2(v)+v]
+t[u2,d2(v)+v]′[r,jk]d1(w2)+[t,d2(v)+v]′u2[r,jk]d1(w2)=0 |
and using2-torsion freeness and (2.49) again, we obtain
d1(t)u2[r,jk][w2,d2(v)+v]+[t,d2(v)+v]′u2[r,jk]d1(w2)=0 | (2.50) |
In (2.50) taking t=(d2(v)+v)t and using MA-semirings identities, we get d1(d2(v)+v)tu2[r,jk][w2,d2(v)+v]+(d2(v)+v)d1(t)u2[r,jk][w2,d2(v)+v]
+(d2(v)+v)[t,d2(v)+v]′u2[r,jk]d1(w2)=0 |
Using (2.50) again, we obtain
d1(d2(v)+v)tu2[r,jk][w2,d2(v)+v]=0 | (2.51) |
that is d1(d2(v)+v)Su2[r,jk][w2,d2(v)+v]=0. Therefore by the primeness following the same process as above, we have either d1(d2(v)+v)=0 or u2[r,jk][w2,d2(v)+v]=0 for all u,v,j,k,w∈G,r∈S. If d1(d2(v)+v)=0. As d1≠0, therefore d2(v)+v=0. Secondly suppose that u2[r,jk][w2,d2(v)+v]=0. By Lemma 5, we have either u2=0 or [w2,d2(v)+v]=0. But u2=0 implies that G={0}, a contradiction. Therefore we consider the case when [w2,d2(v)+v]=0, which implies, by Lemma 4, that [d2(v)+v,r]=0,∀r∈S and taking in particular t=v∈G, we have
[d2(v),v]+[v,v]=0 | (2.52) |
Also by definition of MA-semirings, we have [v,v]=[v,v]′. Therefore [d2(v),v]+[v,v]′=0 and therefore
[d2(v),v]=[v,v] | (2.53) |
Using (2.53) into (2.52) and then using 2-torsion freeness of S, we obtain [d(v),v]=0. By Theorem 2.2 of [22], we conclude that S is commutative. Therefore (2.47) will be rewritten as 2d1(u)d2(v)+2(d1(v′)u+v′d1(u))=0 and hence by the 2-torsion freeness of S, we obtain
d1(u)d2(v)+d1(v′)u+v′d1(u)=0 | (2.54) |
In (2.54) replacing u by 2uw and using 2-torsion freeness of S, we get
d1(u)wd2(v)+ud1(w)d2(v)+d1(v′)uw+v′d1(u)w+v′ud1(w)=0 |
and therefore
w(d1(u)d2(v)+d1(v′)u+v′d1(u))+ud1(w)d2(v)+v′ud1(w)=0 |
Using (2.54) again, we obtain
ud1(w)d2(v)+v′ud1(w)=0 | (2.55) |
In (2.55) replacing v by 2vz, we get
ud1(w)d2(v)z+ud1(w)vd2(z)+v′zud1(w)=0 |
and therefore
z(ud1(w)d2(v)+v′ud1(w))+ud1(w)vd2(z)=0 |
and using (2.55) again, we get d1(w)uGd2(z)={0}. By the above Lemma 2, we have either d1(w)u=0 or d2(z)=0 and therefore by Remark 1, we have either d1(w)=0 or d2(z)=0. As d1≠0, therefore d2=0. Therefore our hypothesis becomes d1(u∘v)=0 and therefore d1(u2)=0, ∀u∈G. By Lemma 3, d1=0 a contraction to the assumption. Hence d1 is zero.
We have proved the results of this paper for prime semirings and it would be interesting to generalize them for semiprime semirings, we leave it as an open problem.
Taif University Researchers Supporting Project number (TURSP-2020/154), Taif University Taif, Saudi Arabia.
The authors declare that they have no conflict of interest.
[1] |
X. Zheng, Z. Li, X. Chun, X. Yang, K. Liu, A model-based method with geometric solutions for gaze correction in eye-tracking, Math. Biosci. Eng., 17 (2020), 33–74. https://doi.org/10.3934/mbe.2020071 doi: 10.3934/mbe.2020071
![]() |
[2] |
C. Zhao, C. Cai, Q. Ding, H. Dai, Efficacy and safety of atropine to control myopia progression: A systematic review and meta-analysis, BMC Ophthalmol., 20 (2020), 478. https://doi.org/10.1186/s12886-020-01746-w doi: 10.1186/s12886-020-01746-w
![]() |
[3] |
T. A. Althomali, Relative proportion of different types of refractive errors in subjects seeking laser vision correction, Open Ophthalmol. J., 12 (2018), 53–62. https://doi.org/10.2174/1874364101812010053 doi: 10.2174/1874364101812010053
![]() |
[4] | World Health Organization, The impact of myopia and high myopia: Report of the Joint World Health Organization - Brien Holden Vision Institute Global Scientific Meeting on Myopia. University of New South Wales, Sydney, Australia, 2016. |
[5] |
S. L. Trokel, R. Srinivasan, B. Braren, Excimer laser surgery of the cornea, Am. J. Ophthalmol., 96 (1983), 710–715. https://doi.org/10.1016/S0002-9394(14)71911-7 doi: 10.1016/S0002-9394(14)71911-7
![]() |
[6] |
Y. Song, L. Fang, Q. Zhu, R. Du, B. Guo, J. Gong, et al., Biomechanical responses of the cornea after small incision lenticule extraction (SMILE) refractive surgery based on a finite element model of the human eye, Math. Biosci. Eng., 18 (2021), 4212–4225. https://doi.org/10.3934/mbe.2021211 doi: 10.3934/mbe.2021211
![]() |
[7] | D. T. Azar, Refractive Surgery, Elsevier, USA, 2006. https://doi.org/10.1016/B978-0-323-03599-6.50059-6 |
[8] | World Health Organization, WHOQOL: Measuring quality of life, World Health Organization, Division of Mental Health and Prevention of Substance Abuse, Geneva, Switzerland, 1997. apps.who.int/iris/handle/10665/63482 |
[9] | A. Ahluwalia, L. L. Shen, L. V. Del Priore, Central geographic atrophy vs. neovascular age–related macular degeneration: Differences in longitudinal vision-related quality of life, Graefe's Arc. Clin. Exper. Ophthalmol., 259 (2021),, 259,307–316. https://doi.org/10.1007/s00417-020-04892-5 |
[10] | N. Li, X. J. Peng, Z. J. Fan, Progress of corneal collagen cross-linking combined with refractive surgery, Int. J. Ophthalmol., 7 (2014), 157. |
[11] |
P. J.Banerjee, V. R. Cornelius, Adjunctive intraocular and peri-ocular steroid (triamcinolone acetonide) versus standard treatment in eyes undergoing vitreoretinal surgery for open globe trauma (ASCOT): Study protocol for a phase Ⅲ, multi-centre, double-masked randomised controlled trial, Trials, 17 (2016), 339. https://doi.org/10.1186/s13063-016-1445-7 doi: 10.1186/s13063-016-1445-7
![]() |
[12] |
S. Feeny, A. Posso, L. McDonald, T. T. K. Chuyen, S. T. Tung, Beyond monetary benefits of restoring sight in Vietnam: Evaluating well-being gains from cataract surgery. PLoS One, 13 (2018), e0192774. https://doi.org/10.1371/journal.pone.0192774 doi: 10.1371/journal.pone.0192774
![]() |
[13] |
C. E. Schwartz, M. A. Sprangers, Methodological approaches for assessing response shift in longitudinal health-related quality-of-life research, Soc. Sci. Med., 48 (1999), e0192774. https://doi.org/10.1016/S0277-9536(99)00047-7 doi: 10.1016/S0277-9536(99)00047-7
![]() |
[14] |
M. Salmon, M. Blanchin, C. Rotonda, F. Guillemin, V. Sébille, Identifying patterns of adaptation in breast cancer patients with cancer‐related fatigue using response shift analyses at subgroup level. Cancer Med., 6 (2017), 2562–2575. https://doi.org/10.1002/cam4.1219 doi: 10.1002/cam4.1219
![]() |
[15] |
M. Friedrich, M. Zenger, A. Hinz, Response shift effects of quality of life assessments in breast cancer survivors, European J. Cancer Care, 28 (2019), e12979. https://doi.org/10.1111/ecc.12979 doi: 10.1111/ecc.12979
![]() |
[16] |
M. G.Verdam, F. J. Oort, M. A. Sprangers, Structural equation modeling–based effect-size indices were used to evaluate and interpret the impact of response shift effects, J. Clin. Epidemiol., 85 (2017), 37–44. https://doi.org/10.1016/j.jclinepi.2017.02.012 doi: 10.1016/j.jclinepi.2017.02.012
![]() |
[17] |
M. Preiß, M. Friedrich, J. U. Stolzenburg, M. Zenger, A. Hinz, Response shift effects in the assessment of urologic cancer patients' quality of life, European J. Cancer Care, 28 (2019), e13027. https://doi.org/10.1111/ecc.13027 doi: 10.1111/ecc.13027
![]() |
[18] |
T. Murata, Y. Suzukamo, T. Shiroiwa, N. Taira, K. Shimozuma, Y. Ohashi, et al., Response shift–adjusted treatment effect on health-related quality of life in a randomized controlled trial of taxane versus S-1 for metastatic breast cancer: Structural equation modeling, Value Health, 23 (2020), 768–774. https://doi.org/10.1016/j.jval.2020.02.003 doi: 10.1016/j.jval.2020.02.003
![]() |
[19] |
I. Wilson, Clinical understanding and clinical implications of response shift, Soc. Sci. Med., 48 (1999), 1577–1558. https://doi.org/10.1016/S0277-9536(99)00050-7 doi: 10.1016/S0277-9536(99)00050-7
![]() |
[20] |
S. Jansen, A. Sttgelbout, M. Nooij, E. Noordijk, J. Kievit, Response shift in quality of life measurement in early-stage breast cancer patients undergoing radiotherapy, Quality Life Res., 9 (2000), 603–615. https://doi.org/10.1023/A:1008928617014 doi: 10.1023/A:1008928617014
![]() |
[21] |
R. Golembiewski, K. Billingsley, S. Yeager, Measuring change and persistence in human affairs: Types of change generated by OD designs, J. Appl. Behav. Sci., 12 (1976), 133–157. https://doi.org/10.1177/002188637601200201 doi: 10.1177/002188637601200201
![]() |
[22] |
G. S. Howard, P. R. Dailey, Response-shift bias: A source of contamination of self-report measures, J. Appl. Psychol., 64 (1979), 144–150. https://doi.org/10.1037/0021-9010.64.2.144 doi: 10.1037/0021-9010.64.2.144
![]() |
[23] |
P. Norman, S. Parker, The interpretation of change in verbal reports: Implications for health psychology, Psychol. Health, 11 (1996), 301–314. https://doi.org/10.1080/08870449608400259 doi: 10.1080/08870449608400259
![]() |
[24] |
I. Wilson, P. Cleary, Linking clinical variables with related quality of life: A conceptual model of patients outcomes, J. Am. Med. Assoc., 273 (1995), 50–65. https://doi.org/10.1001/jama.273.1.59 doi: 10.1001/jama.273.1.59
![]() |
[25] | C. C. Rodríguez-Martínez, Contribuciones a los Métodos STATIS Basados en Técnicas de Aprendizaje no Supervisado, Universidad de Salamanca. Ph.D. Thesis, Universidad de Salamanca, Salamanca, Spain, 2020. |
[26] |
N. B. Erichson, P. Zheng, K. Manohar, S. L. Brunton, J. N. Kutz, A. Y. Aravkin, Sparse principal component analysis via variable projection, J. Am. Med. Assoc., 80 (2020), 977–1002. https://doi.org/10.1137/18M1211350 doi: 10.1137/18M1211350
![]() |
[27] |
M. Cubilla-Montilla, A. B. Nieto-Librero, P. Galindo-Villardón, C. A. Torres-Cubilla, Sparse HJ biplot: A new methodology via elastic net, Mathematics, 9 (2021), 1298. https://doi.org/10.3390/math9111298 doi: 10.3390/math9111298
![]() |
[28] | C. C.Rodríguez-Martínez, M. Cubilla-Montilla, SparseSTATISdual: R package for penalized STATIS-dual analysis, github.com/CCRM07/SparseSTATISdual (accessed on 15 June 2021) |
[29] | S. Ambapour, Statis: Une méthode d'analyse conjointe de plusieurs tableaux de données, Document de travail (DT 01/2001).Bureau d'Application des Methodes Statistiques et Informatiques, pp. 1–20. www.yumpu.com/fr/document/read/37543574 (accessed on 15 June 2021). |
[30] |
J. C.Laria, M. C. Aguilera-Morillo, E. Álvarez, R. E. Lillo, S. López-Taruella, M. del Monte-Millán, et al., Iterative variable selection for high-dimensional data: Prediction of pathological response in triple-negative breast cancer, Mathematics, 9 (2021), 222. https://doi.org/10.3390/math9030222 doi: 10.3390/math9030222
![]() |
[31] |
E. Ortega-Gómez, P. Vicente-Galindo, H. Martín-Rodero, P. Galindo-Villardon, Detection of response shift in health-related quality of life studies: A systematic review, Health Qual. Life Outcomes, 20 (2022), 20. https://doi.org/10.1186/s12955-022-01926-w doi: 10.1186/s12955-022-01926-w
![]() |
[32] |
T. T.Sajobi, R. Brahmbatt, L. M. Lix, B. D. Zumbo, R. Sawatzky, Scoping review of response shift methods: Current reporting practices and recommendations, Qual. Life Res., 27 (2018), 1133–1146. https://doi.org/10.1007/s11136-017-1751-x doi: 10.1007/s11136-017-1751-x
![]() |
[33] | H. L'Hermier des Plantes, Structuration des tableaux à trois indices de la statistique, théorie et application d'une méthode d'analyse conjointe, Master's thesis, Université Des Sciences et Techniques Du Languedoc, Montpellier, France, 1976. |
[34] | C. Lavit, M. C. Bernard, C. P. Hugalde, M. O. Pernin, Analyse conjointe de tableaux quantitifs, Masson, Paris, France, 1988. |
[35] |
C. Lavit, Y. Escoufier, R. Sabatier, P. Traissac, The act (STATIS method), Comput. Stat. Data Anal., 18 (1994), 97–119. https://doi.org/10.1016/0167-9473(94)90134-1 doi: 10.1016/0167-9473(94)90134-1
![]() |
[36] | Y. Escoufier, Opérateur associé à un tableau de données, Annales de Institut National de la Statistique et Des études Économiques, pp. 165–179. https://doi.org/10.2307/20075217 |
[37] |
C. Martin-Barreiro, J. A. Ramirez-Figueroa, X. Cabezas, V. Leiva, M. P. Galindo-Villardón, Disjoint and functional principal component analysis for infected cases and deaths due to COVID-19 in South American countries with sensor-related data. Sensors, 21 (2021), 4094. https://doi.org/10.3390/s21124094 doi: 10.3390/s21124094
![]() |
[38] |
P. Sharma, A. K. Singh, V. Leiva, C. Martin-Barreiro, X. Cabezas, Modern multivariate statistical methods for evaluating the impact of WhatsApp on academic performance: Methodology and case study in India. Appl. Sci., 12 (2020), 6141. https://doi.org/10.3390/app12126141 doi: 10.3390/app12126141
![]() |
[39] |
C. Martin-Barreiro, J. A. Ramirez-Figueroa, A. B. Nieto-Librero, V. Leiva, A. Martin-Casado, M. P. Galindo-Villardón, A new algorithm for computing disjoint orthogonal components in the three-way Tucker model, Mathematics, 9 (2021), 203. https://doi.org/10.3390/math9030203 doi: 10.3390/math9030203
![]() |
[40] |
C. Martin-Barreiro, J. A. Ramirez-Figueroa, X. Cabezas, V. Leiva, A. Martin-Casado, M.P. Galindo-Villardón, A new algorithm for computing disjoint orthogonal components in the parallel factor analysis model with simulations and applications to real-world data, Mathematics, 9 (2021), 2058. https://doi.org/10.3390/math9172058 doi: 10.3390/math9172058
![]() |
[41] | H. Abdi, D. Valentin, D. In, D. Z. Valentin, L. Nguyen, New trends in sensory evaluation of food and non-food products, Vietnam National University, Ho Chi Minh City Publishing House, 2007, pp. 5–18. |
[42] |
K. Tarczy-Hornoch, M. Ying-Lai, R. Varma, Los Angeles Latino Eye Study Group, Myopic refractive error in adult Latinos: The Los Angeles Latino eye study. Invest. Ophthalmol. Visual Sci., 47 (2006), 1845–1852. https://doi.org/10.1167/iovs.05-1153 doi: 10.1167/iovs.05-1153
![]() |
[43] |
S. Kay, A. Ferreira, Mapping the 25-item national eye institute visual functioning questionnaire (NEI VFQ-25) to EQ-5D utility scores, Ophth. Epidemiol., 21 (2014), 66–78. https://doi.org/10.1007/s12325-016-0333-6 doi: 10.1007/s12325-016-0333-6
![]() |
[44] |
J. R.Grubbs, S. Tolleson-Rinehart, K. Huynh, R. M. Davis, A review of quality of life measures in dry eye questionnaires, Cornea, 33 (2014), 215–218. https://doi.org/10.1007/s12325-016-0333-6 doi: 10.1007/s12325-016-0333-6
![]() |
[45] |
L. Quaranta, I. Riva, C. Gerardi, F. Oddone, I. Floriano, A. G. Konstas, Quality of life in glaucoma: A review of the literature, Adv. Therapy, 33 (2016), 959–981. https://doi.org/10.1007/s12325-016-0333-6 doi: 10.1007/s12325-016-0333-6
![]() |
[46] |
F. Kuhn, R. Morris, C. D. Witherspoon, K. Heimann, J. B. Jeffers, G. Treister, A standardized classification of ocular trauma, Ophthalmology, 103 (1996), 240–243. https://doi.org/10.1016/S0161-6420(96)30710-0 doi: 10.1016/S0161-6420(96)30710-0
![]() |
[47] | R Core Team, R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria, 2021. |
[48] |
C. C. Rodríguez-Martínez, M. Cubilla-Montilla, P. Vicente-Galindo, P. Galindo-Villardón, Sparse STATIS-dual via elastic net, Mathematics, 9 (2021), 2094. https://doi.org/10.1016/j.msard.2016.11.008 doi: 10.1016/j.msard.2016.11.008
![]() |
[49] |
F. Schmidt, H. Zimmermann, J. Mikolajczak, F. C. Oertela, F. Pache, M. Weinhold, et al., Severe structural and functional visual system damage leads to profound loss of vision-related quality of life in patients with neuromyelitis optica spectrum disorders, Multi. Scler. Related Disord., 11 (2017), 45–50. https://doi.org/10.1016/j.msard.2016.11.008 doi: 10.1016/j.msard.2016.11.008
![]() |
[50] |
L. Bradnam, C. Chen, L. Graetz, T. Loetscher, Reduced vision-related quality of life in people living with dystonia, Disab. Rehabil., 42 (2020), 1556–1560. https://doi.org/10.1080/09638288.2018.1528636 doi: 10.1080/09638288.2018.1528636
![]() |
[51] |
D. Yuan, W. Zhang, S. Yuan, P. Xie, Q. Liu, Evaluation of vision-related quality of life after autologous internal limiting–membrane transplantation for refractory macular holes, Clin. Ophthalmol., 14 (2020), 2079–2085. https://doi.org/10.2147/OPTH.S259642 doi: 10.2147/OPTH.S259642
![]() |
[52] |
M. Li, L. Gong, W.J. Chapin, M. Zhu, Assessment of vision-related quality of life in dry eye patients, Invest. Ophthalmol. Visual Sci., 53 (2012), 5722–5727. https://doi.org/10.1167/iovs.11-9094 doi: 10.1167/iovs.11-9094
![]() |
[53] |
G. Ilie, J. Bradfield, L. Moodie, T. Lawen, A. Ilie, Z. Lawen, et al., The role of response-shift in studies assessing quality of life outcomes among cancer patients: A systematic review. Front. Oncol., 9 (2019), 783. https://doi.org/10.3389/fonc.2019.00783 doi: 10.3389/fonc.2019.00783
![]() |
[54] |
A. Ousmen, T. Conroy, F. Guillemin, M. Velten, D. Jolly, M. Mercier, et al., Impact of the occurrence of a response shift on the determination of the minimal important difference in a health-related quality of life score over time, Health Qual. Life Outcomes, 14 (2016), 167. https://doi.org/10.1186/s12955-016-0569-5 doi: 10.1186/s12955-016-0569-5
![]() |
[55] |
J. A.Haagsma, I. Spronk, M. A. de Jongh, G. J. Bonsel, S. Polinder, Conventional and retrospective change in health-related quality of life of trauma patients: An explorative observational follow-up study, Health Qual. Life Outcomes, 18 (2020), 157. https://doi.org/10.1186/s12955-020-01404-1 doi: 10.1186/s12955-020-01404-1
![]() |
[56] |
B. Hosseini, S. Nedjat, K. Zendehdel, R. Majdzadeh, A. Nourmohammadi, A. Montazeri, Response shift in quality of life assessment among cancer patients: A study from Iran, Med. J. Islamic Republic Iran, 31 (2017), 120. https://doi.org/10.2106/JBJS.I.00990 doi: 10.2106/JBJS.I.00990
![]() |
[57] |
H. Razmjou, C. E. Schwartz, R. Holtby, The impact of response shift on perceived disability two years following rotator cuff surgery, J. Bone Joint Surgery, 92 (2010), 2178–2186. https://doi.org/10.2106/JBJS.I.00990 doi: 10.2106/JBJS.I.00990
![]() |
[58] |
X. H. Zhang, S. C. Li, F. Xie, N. N. Lo, K. Y. Yang, S. J. Yeo, et al., An exploratory study of response shift in health-related quality of life and utility assessment among patients with osteoarthritis undergoing total knee replacement surgery in a tertiary hospital in Singapore, Value Health, 15 (2012), S72–S78. https://doi.org/10.1016/j.jval.2011.11.011 doi: 10.1016/j.jval.2011.11.011
![]() |
[59] |
M. Rutgers, L. B. Creemers, K. G. A. Yang, N. J. Raijmakers, W. J. Dhert, D. B. Saris, Osteoarthritis treatment using autologous conditioned serum after placebo: Patient considerations and clinical response in a non-randomized case series, Acta Orthopaed., 86 (2015), 114–118. https://doi.org/10.3109/17453674.2014.950467 doi: 10.3109/17453674.2014.950467
![]() |
[60] |
C. Machuca, M. V. Vettore, P. G. Robinson, How peoples' ratings of dental implant treatment change over time? Qual. Life Res., 29 (2020), 1323–1334. https://doi.org/10.1007/s11136-019-02408-1 doi: 10.1007/s11136-019-02408-1
![]() |
[61] |
H. Y. Shi, K. T. Lee, H. H. Lee, Y. H. Uen, C. C. Chiu, Response shift effect on gastrointestinal quality of life index after laparoscopic cholecystectomy, Qual. Life Res., 20 (2011), 335–341. https://doi.org/10.1007/s11136-010-9760-z doi: 10.1007/s11136-010-9760-z
![]() |
[62] |
Y. Edelaar-Peeters, A. M. Stiggelbout, Anticipated adaptation or scale recalibration?, Health Qual. Life Outcomes, 11 (2013), 171. https://doi.org/10.1186/1477-7525-11-171 doi: 10.1186/1477-7525-11-171
![]() |
[63] |
M. Ramos-Barberán, M. V. Hinojosa-Ramos, J. Ascencio-Moreno, F. Vera, O. Ruiz-Barzola, M. P. Galindo-Villardón, Batch process control and monitoring: A dual STATIS and parallel coordinates (DS-PC) approach, Product. Manuf. Res., 6 (2018), 470–493. https://doi.org/10.1080/21693277.2018.1547228 doi: 10.1080/21693277.2018.1547228
![]() |
[64] | J. L. da Silva, L. P. Ramos, Uniform approximations for distributions of continuous random variables with application in dual STATIS method, REVSTAT Stat. J., 12 (2014), 101–118. |
[65] |
R. Boumaza, S. Yousfi, S. Demotes-Mainard, Interpreting the principal component analysis of multivariate density functions. Commun. Stat. Theory Methods, 44 (2015), 3321–3339. https://doi.org/10.1080/03610926.2013.824103 doi: 10.1080/03610926.2013.824103
![]() |
[66] |
S. Klie, C. Caldana, Z. Nikoloski, Compromise of multiple time-resolved transcriptomics experiments identifies tightly regulated functions, Front. Plant Sci., 3 (2012), 249. https://doi.org/10.3389/fpls.2012.00249 doi: 10.3389/fpls.2012.00249
![]() |
[67] |
K. Haraldstad, A. Wahl, R. Andenæs, J. R. Andersen, M. H. Andersen, E. Beisland, et al., A systematic review of quality of life research in medicine and health sciences, Qual. Life Res., 28 (2019), 2641–2650. https://doi.org/10.1007/s11136-019-02214-9 doi: 10.1007/s11136-019-02214-9
![]() |
[68] | H. L'Hermier des Plantes, Structuration des tableaux à trois indices de la statistique. Université de Montpellier Ⅱ, Montpellier, France, 1976. |
[69] | P. A.Jaffrenou, Sur L'Analyse des familles finies des variables vectorielles: Bases algébrique et application à la description statistique, University of Sainte-Etiene, Sainte-Etiene, France, 1978. |
[70] | Y. Escoufier, L'analyse conjointe de plusieurs matrices de données, In Jolivet, M. (ed.), Biométrie et Temps. Société Française de Biométrie, Paris, France, pp. 59–76. |
[71] |
J. Martín-Rodríguez, M. P. Galindo-Villardón, J. L. Vicente-Villardón, Comparison and integration of subspaces from a biplot perspective, J. Stat. Plan Infer., 102 (2002), 411–423. https://doi.org/10.1016/S0378-3758(01)00101-X doi: 10.1016/S0378-3758(01)00101-X
![]() |
[72] |
A. Vallejo-Arboleda, J. L. Vicente-Villardón, M. P. Galindo-Villardón, Canonical STATIS: Biplot analysis of multi-table group structured data based on STATIS-ACT methodology, Comput. Stat. Data Anal., 51 (2007), 4193–4205. https://doi.org/10.1016/j.csda.2006.04.032 doi: 10.1016/j.csda.2006.04.032
![]() |
[73] |
J. Bénasséni, M. Bennani-Dosse, Analyzing multiset data by the power STATIS-ACT method, Adv. Data Anal. Classif., 6 (2012), 49–65. https://doi.org/10.1007/s11634-011-0085-8 doi: 10.1007/s11634-011-0085-8
![]() |
[74] |
H. Abdi, L. J. Williams, D. Valentin, M. Bennani-Dosse, STATIS and DISTATIS: Optimum multitable principal component analysis and three way metric multidimensional scaling, Comput. Stat., 4 (2012), 124–167. https://doi.org/10.1002/wics.198 doi: 10.1002/wics.198
![]() |
[75] |
F. Llobell, V. Cariou, E. Vigneau, A. Labenne, E. M. Qannari, A new approach for the analysis of data and the clustering of subjects in a CATA experiment, Food Qual. Prefer., 72 (2019), 31–39. https://doi.org/10.1016/j.foodqual.2018.09.006 doi: 10.1016/j.foodqual.2018.09.006
![]() |
[76] |
F. Llobell, V. Cariou, E. Vigneau, A. Labenne, E. M.Qannari, Analysis and clustering of multiblock datasets by means of the STATIS and CLUSTATIS methods. Application to sensometrics, Food Qual. Prefer., 79 (2020), 103520. https://doi.org/10.1016/j.foodqual.2018.05.013 doi: 10.1016/j.foodqual.2018.05.013
![]() |
[77] |
B. R. Lapin, Considerations for reporting and reviewing studies including health-related quality of life, Chest, 158 (2020), S49–S56. https://doi.org/10.1016/j.chest.2020.03.007 doi: 10.1016/j.chest.2020.03.007
![]() |
[78] |
S. Wang, X. Liang, J. Wang, Parameter assignment for InVEST habitat quality module based on principal component analysis and grey coefficient analysis, Math. Biosci. Eng., 19 (2022), 13928–13948. https://doi.org/10.3934/mbe.2022649 doi: 10.3934/mbe.2022649
![]() |
[79] |
M. R. M. Visser, E. M. A. Smets, M. A. G. Sprangers, H. J. C. J. M. De Haes, How response shift may affect the measurement of change in fatigue, J. Pain Sympt. Manag., 20 (2000), 12–18. https://doi.org/10.1016/S0885-3924(00)00148-2 doi: 10.1016/S0885-3924(00)00148-2
![]() |
[80] |
L. G.Hill, D. L. Betz, Revisiting the retrospective pretest, Am. J. Evalu., 26 (2005), 501–517. https://doi.org/10.1177/1098214005281356 doi: 10.1177/1098214005281356
![]() |
[81] |
J. A. Ramirez-Figueroa, C. Martin-Barreiro, A. B. Nieto-Librero, V. Leiva, M. P. Galindo-Villardón, A new principal component analysis by particle swarm optimization with an environmental application for data science, Stoch. Environ. Res. Risk Assess., 35 (2021), 1969–1984. https://doi.org/10.1007/s00477-020-01961-3 doi: 10.1007/s00477-020-01961-3
![]() |
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