James Steiger - Academia.edu (original) (raw)

Papers by James Steiger

Research paper thumbnail of 12-Point Affect Circumplex Scales

Research paper thumbnail of Software

Behaviormetrika, 1997

Eleven CAS program authors were invited to write a description of their own program and answer th... more Eleven CAS program authors were invited to write a description of their own program and answer the questionnaire enclosed. We received seven responses. Following their descriptions, the answers to the questionnaire are summarized in tables. Additional information on CSA programs is found in Waller (1993, Applied

Research paper thumbnail of Creativity and Technical Innovation

Psychological Science, 2013

In the late 1970s, 563 intellectually talented 13-year-olds (identified by the SAT as in the top ... more In the late 1970s, 563 intellectually talented 13-year-olds (identified by the SAT as in the top 0.5% of ability) were assessed on spatial ability. More than 30 years later, the present study evaluated whether spatial ability provided incremental validity (beyond the SAT’s mathematical and verbal reasoning subtests) for differentially predicting which of these individuals had patents and three classes of refereed publications. A two-step discriminant-function analysis revealed that the SAT subtests jointly accounted for 10.8% of the variance among these outcomes ( p < .01); when spatial ability was added, an additional 7.6% was accounted for—a statistically significant increase ( p < .01). The findings indicate that spatial ability has a unique role in the development of creativity, beyond the roles played by the abilities traditionally measured in educational selection, counseling, and industrial-organizational psychology. Spatial ability plays a key and unique role in struct...

Research paper thumbnail of Human laterality: A multidimensional approach

Canadian Journal of Psychology / Revue canadienne de psychologie, 1980

Most humans display lateral asymmetries in the use of the paired limbs and sensory organs. Four t... more Most humans display lateral asymmetries in the use of the paired limbs and sensory organs. Four types of lateral preference (handedness, footedness, eyedness, and earedness) were measured in a sample of 962 individuals, ranging in age from 10 to 75 years. Factor analytic techniques were used to assess whether these aspects of laterality are manifestations of a common process or whether they should be viewed as a multidimensional complex. Three independent factors, representing limb, eye and ear preference were obtained. This dimensional structure remained invariant across the separate sex and age subgroups within the sample. These results suggest that human laterality is a multidimensional process, and that laterality of limbs and sense organs may result from different mechanisms.

Research paper thumbnail of Comparing Correlations: Pattern Hypothesis Tests Between and/or Within Independent Samples

General procedures are presented for comparing correlations or groups of correlations between and... more General procedures are presented for comparing correlations or groups of correlations between and/or within samples, with or without the assumption of multivariate normality. The methods are implemented in a freeware Mathematica package, WBCORR, and illustrated with numerical examples, including comparison of correlation matrices over time, simultaneous comparison of sets of correlations in two or more independent groups, comparison of several predictors of the same criterion, comparison of circumplex structures across groups, and comparison of predictor-criterion relations across groups. Comparing Correlations Page 3 Comparing Correlations: Pattern Hypothesis Tests Between and/or Within Independent Samples Preamble Many years ago, a psychologist colleague approached me with a question about how to compare two dependent correlations. He was puzzled because equations in two of the few papers then available on the topic seemed to disagree (actually, both contained minor typographical ...

Research paper thumbnail of Review of SYSTAT

Http Dx Doi Org 10 1207 S15327906mbr2301_10, Jun 10, 2010

Research paper thumbnail of Moments of the Fisher Transform: Applications Using Small Samples

Research paper thumbnail of Evaluating circumplexity in personality data

Multivariate Behavioral Research

ABSTRACT

Research paper thumbnail of How to Use MULTICORR (Version 2.4)

Research paper thumbnail of A History of Factor Indeterminacy

Louis Guttman, a noted contributor to the psychometric literature in a number of areas, including... more Louis Guttman, a noted contributor to the psychometric literature in a number of areas, including factor analysis and reliability theory, succinctly summarized the basic nature of the indeterminacy problem in the following analogy (Guttman, 1972

Research paper thumbnail of Statistically Based Tests of the Number of Common Factors

Research paper thumbnail of Conditional dependence and decomposition strategies in diagnostic inference systems

Organizational Behavior and Human Performance, 1973

Research paper thumbnail of Factor Analysis in the 1980's and the 1990's: Some Old Debates and Some New Developments

Trends and Perspectives in Empirical Social Research, 1994

Research paper thumbnail of Paul Meehl and the evolution of statistical methods in psychology

Applied and Preventive Psychology, 2004

In his landmark 1978 paper, Paul Meehl delineated, with remarkable clarity, some fundamental chal... more In his landmark 1978 paper, Paul Meehl delineated, with remarkable clarity, some fundamental challenges facing soft psychology as it attempts to test theory with data. In the quarter century that followed, Meehl's views stimulated much debate and progress, while continually evolving to keep pace with that progress. This paper pays homage to Meehl's prescience, and traces the impact of his ideas on the recent shift of emphasis away from hypothesis testing and toward confidence interval estimates of effect size.

Research paper thumbnail of Best-guess errors in multistage inference

Journal of Experimental Psychology, 1972

... JAMES H. STEIGER AND CHARLES F. GETTYS ... immune reaction is .9. Based upon this probabilist... more ... JAMES H. STEIGER AND CHARLES F. GETTYS ... immune reaction is .9. Based upon this probabilistic inference, he must then infer whether or not the patient has active TB. ... Although MBT is an optimal model, it is not at all clear that humans always perform according to its tenets. ...

Research paper thumbnail of Long-term memory and mental rotation

Canadian journal of psychology, 1983

Performance of 45 undergraduates on a long-term memory mental rotation paradigm was investigated ... more Performance of 45 undergraduates on a long-term memory mental rotation paradigm was investigated in 5 experiments and compared with performance in a standard (simultaneous presentation) short-term paradigm. Two related findings emerged: (a) a substantial reduction in RT slope in a &amp;amp;amp;amp;quot;memory&amp;amp;amp;amp;quot; version of the &amp;amp;amp;amp;quot;mental rotation&amp;amp;amp;amp;quot; paradigm and (b) evidence from &amp;amp;amp;amp;quot;fold point&amp;amp;amp;amp;quot; analyses to suggest individualized strategies by Ss

Research paper thumbnail of On the validity of indeterminate factor scores

Bulletin of the Psychonomic Society, 1978

A partition of the vector space of all deviation score vectors for fixed sample size N is used to... more A partition of the vector space of all deviation score vectors for fixed sample size N is used to show that the (indeterminate) factors of the factor model can always be constructed so as to predict any criterion perfectly. including all those that are entirely uncorrelated with the observed variables. dim Sp(V) =dim Sp(V I) + dim Sp(V,). (4) We call any vector x E RN a "vector of deviation scores" if it is in the null space of 1', so that: In general, Sp(V,) is not uniquely defined by Sp(V), Sp(VI) in Equation 3. If one defines Sp(V,) as an "orthogonal complement of Sp(V.)" [relative to Sp(V)] and writes iff VI ESp(V I), v, ESp(V,)-vl'v, =0, then Sp(V,) is uniquely defined in terms of Sp(V) and Sp(VI)' as is well known. We therefore could define Sp simply as the orthogonal complement ofSp(J) in RN: (5) (3) (2) (1) (6) J'x =0, Sp(V.) 1 Sp(V,) J' =(I, I, ... , 1). THE FACTOR MODEL Sp(V) =Sp(VI) <IISp(V,) RN =Sp <II Sp(J), Sp 1 Sp(J) iff v E Sp(V) => v =VI + v,. with VI E Sp(V I) , v, E Sp(V,), and for a given V, VI' V" and v, the vectors VI and v, are uniquely defined. We call Sp(V) the direct sum of Sp(Vk), k =1,2. It is well known that in this case the dimensions add, that is, its sample mean is x =~XfjN =J'xjN =0. As is well known, this null space (i.e., the! space of all deviation score vectors for fixed sample size N) has dimension N-1. We denote this space "Sp" and write Sp C RN to indicate that it is a proper subspace of RN.

Research paper thumbnail of Comparing correlations: Pattern hypothesis tests between and/or within independent samples

General procedures are presented for comparing correlations or groups of correlations between and... more General procedures are presented for comparing correlations or groups of correlations between and/or within samples, with or without the assumption of multivariate normality. The methods are implemented in a freeware Mathematica package, WBCORR, and illustrated with numerical examples, including comparison of correlation matrices over time, simultaneous comparison of sets of correlations in two or more independent groups, comparison of several predictors of the same criterion, comparison of circumplex structures across groups, and comparison of predictor-criterion relations across groups.

Research paper thumbnail of Long-term memory and mental rotation

Performance of 45 undergraduates on a long-term memory mental rotation paradigm was investigated ... more Performance of 45 undergraduates on a long-term memory mental rotation paradigm was investigated in 5 experiments and compared with performance in a standard (simultaneous presentation) short-term paradigm. Two related findings emerged: (a) a substantial reduction in RT slope in a &amp;amp;amp;amp;quot;memory&amp;amp;amp;amp;quot; version of the &amp;amp;amp;amp;quot;mental rotation&amp;amp;amp;amp;quot; paradigm and (b) evidence from &amp;amp;amp;amp;quot;fold point&amp;amp;amp;amp;quot; analyses to suggest individualized strategies by Ss

Research paper thumbnail of A history of factor indeterminacy

Louis Guttman, a noted contributor to the psychometric literature in a number of areas, including... more Louis Guttman, a noted contributor to the psychometric literature in a number of areas, including factor analysis and reliability theory, succinctly summarized the basic nature of the indeterminacy problem in the following analogy (Guttman, 1972

Research paper thumbnail of 12-Point Affect Circumplex Scales

Research paper thumbnail of Software

Behaviormetrika, 1997

Eleven CAS program authors were invited to write a description of their own program and answer th... more Eleven CAS program authors were invited to write a description of their own program and answer the questionnaire enclosed. We received seven responses. Following their descriptions, the answers to the questionnaire are summarized in tables. Additional information on CSA programs is found in Waller (1993, Applied

Research paper thumbnail of Creativity and Technical Innovation

Psychological Science, 2013

In the late 1970s, 563 intellectually talented 13-year-olds (identified by the SAT as in the top ... more In the late 1970s, 563 intellectually talented 13-year-olds (identified by the SAT as in the top 0.5% of ability) were assessed on spatial ability. More than 30 years later, the present study evaluated whether spatial ability provided incremental validity (beyond the SAT’s mathematical and verbal reasoning subtests) for differentially predicting which of these individuals had patents and three classes of refereed publications. A two-step discriminant-function analysis revealed that the SAT subtests jointly accounted for 10.8% of the variance among these outcomes ( p < .01); when spatial ability was added, an additional 7.6% was accounted for—a statistically significant increase ( p < .01). The findings indicate that spatial ability has a unique role in the development of creativity, beyond the roles played by the abilities traditionally measured in educational selection, counseling, and industrial-organizational psychology. Spatial ability plays a key and unique role in struct...

Research paper thumbnail of Human laterality: A multidimensional approach

Canadian Journal of Psychology / Revue canadienne de psychologie, 1980

Most humans display lateral asymmetries in the use of the paired limbs and sensory organs. Four t... more Most humans display lateral asymmetries in the use of the paired limbs and sensory organs. Four types of lateral preference (handedness, footedness, eyedness, and earedness) were measured in a sample of 962 individuals, ranging in age from 10 to 75 years. Factor analytic techniques were used to assess whether these aspects of laterality are manifestations of a common process or whether they should be viewed as a multidimensional complex. Three independent factors, representing limb, eye and ear preference were obtained. This dimensional structure remained invariant across the separate sex and age subgroups within the sample. These results suggest that human laterality is a multidimensional process, and that laterality of limbs and sense organs may result from different mechanisms.

Research paper thumbnail of Comparing Correlations: Pattern Hypothesis Tests Between and/or Within Independent Samples

General procedures are presented for comparing correlations or groups of correlations between and... more General procedures are presented for comparing correlations or groups of correlations between and/or within samples, with or without the assumption of multivariate normality. The methods are implemented in a freeware Mathematica package, WBCORR, and illustrated with numerical examples, including comparison of correlation matrices over time, simultaneous comparison of sets of correlations in two or more independent groups, comparison of several predictors of the same criterion, comparison of circumplex structures across groups, and comparison of predictor-criterion relations across groups. Comparing Correlations Page 3 Comparing Correlations: Pattern Hypothesis Tests Between and/or Within Independent Samples Preamble Many years ago, a psychologist colleague approached me with a question about how to compare two dependent correlations. He was puzzled because equations in two of the few papers then available on the topic seemed to disagree (actually, both contained minor typographical ...

Research paper thumbnail of Review of SYSTAT

Http Dx Doi Org 10 1207 S15327906mbr2301_10, Jun 10, 2010

Research paper thumbnail of Moments of the Fisher Transform: Applications Using Small Samples

Research paper thumbnail of Evaluating circumplexity in personality data

Multivariate Behavioral Research

ABSTRACT

Research paper thumbnail of How to Use MULTICORR (Version 2.4)

Research paper thumbnail of A History of Factor Indeterminacy

Louis Guttman, a noted contributor to the psychometric literature in a number of areas, including... more Louis Guttman, a noted contributor to the psychometric literature in a number of areas, including factor analysis and reliability theory, succinctly summarized the basic nature of the indeterminacy problem in the following analogy (Guttman, 1972

Research paper thumbnail of Statistically Based Tests of the Number of Common Factors

Research paper thumbnail of Conditional dependence and decomposition strategies in diagnostic inference systems

Organizational Behavior and Human Performance, 1973

Research paper thumbnail of Factor Analysis in the 1980's and the 1990's: Some Old Debates and Some New Developments

Trends and Perspectives in Empirical Social Research, 1994

Research paper thumbnail of Paul Meehl and the evolution of statistical methods in psychology

Applied and Preventive Psychology, 2004

In his landmark 1978 paper, Paul Meehl delineated, with remarkable clarity, some fundamental chal... more In his landmark 1978 paper, Paul Meehl delineated, with remarkable clarity, some fundamental challenges facing soft psychology as it attempts to test theory with data. In the quarter century that followed, Meehl's views stimulated much debate and progress, while continually evolving to keep pace with that progress. This paper pays homage to Meehl's prescience, and traces the impact of his ideas on the recent shift of emphasis away from hypothesis testing and toward confidence interval estimates of effect size.

Research paper thumbnail of Best-guess errors in multistage inference

Journal of Experimental Psychology, 1972

... JAMES H. STEIGER AND CHARLES F. GETTYS ... immune reaction is .9. Based upon this probabilist... more ... JAMES H. STEIGER AND CHARLES F. GETTYS ... immune reaction is .9. Based upon this probabilistic inference, he must then infer whether or not the patient has active TB. ... Although MBT is an optimal model, it is not at all clear that humans always perform according to its tenets. ...

Research paper thumbnail of Long-term memory and mental rotation

Canadian journal of psychology, 1983

Performance of 45 undergraduates on a long-term memory mental rotation paradigm was investigated ... more Performance of 45 undergraduates on a long-term memory mental rotation paradigm was investigated in 5 experiments and compared with performance in a standard (simultaneous presentation) short-term paradigm. Two related findings emerged: (a) a substantial reduction in RT slope in a &amp;amp;amp;amp;quot;memory&amp;amp;amp;amp;quot; version of the &amp;amp;amp;amp;quot;mental rotation&amp;amp;amp;amp;quot; paradigm and (b) evidence from &amp;amp;amp;amp;quot;fold point&amp;amp;amp;amp;quot; analyses to suggest individualized strategies by Ss

Research paper thumbnail of On the validity of indeterminate factor scores

Bulletin of the Psychonomic Society, 1978

A partition of the vector space of all deviation score vectors for fixed sample size N is used to... more A partition of the vector space of all deviation score vectors for fixed sample size N is used to show that the (indeterminate) factors of the factor model can always be constructed so as to predict any criterion perfectly. including all those that are entirely uncorrelated with the observed variables. dim Sp(V) =dim Sp(V I) + dim Sp(V,). (4) We call any vector x E RN a "vector of deviation scores" if it is in the null space of 1', so that: In general, Sp(V,) is not uniquely defined by Sp(V), Sp(VI) in Equation 3. If one defines Sp(V,) as an "orthogonal complement of Sp(V.)" [relative to Sp(V)] and writes iff VI ESp(V I), v, ESp(V,)-vl'v, =0, then Sp(V,) is uniquely defined in terms of Sp(V) and Sp(VI)' as is well known. We therefore could define Sp simply as the orthogonal complement ofSp(J) in RN: (5) (3) (2) (1) (6) J'x =0, Sp(V.) 1 Sp(V,) J' =(I, I, ... , 1). THE FACTOR MODEL Sp(V) =Sp(VI) <IISp(V,) RN =Sp <II Sp(J), Sp 1 Sp(J) iff v E Sp(V) => v =VI + v,. with VI E Sp(V I) , v, E Sp(V,), and for a given V, VI' V" and v, the vectors VI and v, are uniquely defined. We call Sp(V) the direct sum of Sp(Vk), k =1,2. It is well known that in this case the dimensions add, that is, its sample mean is x =~XfjN =J'xjN =0. As is well known, this null space (i.e., the! space of all deviation score vectors for fixed sample size N) has dimension N-1. We denote this space "Sp" and write Sp C RN to indicate that it is a proper subspace of RN.

Research paper thumbnail of Comparing correlations: Pattern hypothesis tests between and/or within independent samples

General procedures are presented for comparing correlations or groups of correlations between and... more General procedures are presented for comparing correlations or groups of correlations between and/or within samples, with or without the assumption of multivariate normality. The methods are implemented in a freeware Mathematica package, WBCORR, and illustrated with numerical examples, including comparison of correlation matrices over time, simultaneous comparison of sets of correlations in two or more independent groups, comparison of several predictors of the same criterion, comparison of circumplex structures across groups, and comparison of predictor-criterion relations across groups.

Research paper thumbnail of Long-term memory and mental rotation

Performance of 45 undergraduates on a long-term memory mental rotation paradigm was investigated ... more Performance of 45 undergraduates on a long-term memory mental rotation paradigm was investigated in 5 experiments and compared with performance in a standard (simultaneous presentation) short-term paradigm. Two related findings emerged: (a) a substantial reduction in RT slope in a &amp;amp;amp;amp;quot;memory&amp;amp;amp;amp;quot; version of the &amp;amp;amp;amp;quot;mental rotation&amp;amp;amp;amp;quot; paradigm and (b) evidence from &amp;amp;amp;amp;quot;fold point&amp;amp;amp;amp;quot; analyses to suggest individualized strategies by Ss

Research paper thumbnail of A history of factor indeterminacy

Louis Guttman, a noted contributor to the psychometric literature in a number of areas, including... more Louis Guttman, a noted contributor to the psychometric literature in a number of areas, including factor analysis and reliability theory, succinctly summarized the basic nature of the indeterminacy problem in the following analogy (Guttman, 1972