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catalog contributor b11266474.
catalog created "c1999.".
catalog date "1999".
catalog date "c1999.".
catalog dateCopyrighted "c1999.".
catalog description "1. On the Performance of Multiple Imputation for Multivariate Data With Small Sample Size / John W. Graham, Joseph L. Schafer -- A Brief History of Missing-Data Procedures 1 -- Overview of Multiple Imputation With NORM 5 -- Using the NORM Program 8 -- Preparing the Data Set 8 -- Describing the Data 9 -- Running the EM Algorithm 9 -- Running Data Augmentation and Generating Multiple Imputations 10 -- Diagnostics 10 -- Analyzing the Data 10 -- Combining the Results 11 -- A Simulation With Small N 11 -- The Population 12 -- Sampling Method 15 -- Rates and Patterns of Missingness 15 -- Imputation and Analysis 16 -- Running the Simulation 18 -- Criteria of Performance 18 -- Bias 18 -- Efficiency 18 -- Coverage 19 -- Rejection Rates 19 -- Simulation Results 20 -- Performance of Multiple Imputation 20 -- Performance of Complete Cases Analysis 25 -- 2.".
catalog description "117 -- Combining Effect Size Measures and Evaluating Moderator Variables 118 -- An Example Meta-Analysis 123 -- Computation of Effect Sizes and Replicability Effects for a Single Study 123 -- Computation of Effect Sizes and Replicability Effects for Six Studies 126 -- Combining Effect Sizes and Assessing Moderator Variables 128 -- 6. Exact Permutational Inference for Categorical and Nonparametric Data / Cyrus R. Mehta, Nitin R. Patel -- Exact Permutation Tests for r [times] c Contingency Tables 134 -- Unconditional Sampling Distributions 135 -- Conditional Sampling Distribution 137 -- Exact p Values 140 -- Application to a Variety of r [times] c Problems 142 -- Exact Inference for Stratified Contingency Tables 152 -- Stratified 2 [times] 2 Contingency Tables 152 -- Stratified 2 [times] c Contingency Tables 157 -- Computational Issues 161 -- Software and Related Resources for Exact Inference 163 -- 7.".
catalog description "Effect Sizes Across Studies 70 -- The Nature of Replication 70 -- Meta-Analysis 72 -- Meta-Analysis With a Small Number of Studies 74 -- 4. Statistical Analyses Using Bootstrapping: Concepts and Implementation / Yiu-Fai Yung, Wai Chan -- A Monte Carlo Experiment on Reaction Time 82 -- What if the Population Distribution Is Not Known? The Bootstrap Method 87 -- What Makes the Bootstrap Work? 90 -- A Study of Factor Replicability Using the Bootstrap 92 -- Implementing a Bootstrap Procedure: Some Suggested Guidelines 99 -- 5. Meta-Analysis of Single-Case Designs / Scott L. Hershberger, Dennis D. Wallace, Samuel B. Green, Janet G. Marquis -- Treatment Effect Sizes for Single-Case Designs and Their Replicability 109 -- Choice of Scores to Represent A and B Phases for Computing Effect Sizes 109 -- Choice of Divisors for an Effect Size Index for AB Phases 116 -- Treatment and Replication Effects for Multiple AB Phases for a Study".
catalog description "Includes bibliographical references and index.".
catalog description "Interpretation of the Lagged Factor Loadings 241 -- 10. Confirmatory Factor Analysis: Strategies for Small Sample Sizes / Herbert W. Marsh, Kit-Tai Hau -- Proposed Strategies 252 -- More Items Is Better 252 -- Item Parcels 253 -- Equal-Loading Strategy 254 -- Convergence, Proper Solutions, and N 254 -- Marsh, Hau, and Balla (1997) Study 256 -- Convergence Behavior 256 -- Effects of Number of Indicators and N in Confirmatory Factor Analysis 257 -- A Comparison of Parcel and Item Solutions 258 -- Extensions 259 -- Study 1 The Effects of Measured Variable Saturation, Number of Indicators, and N 260 -- Study 2 The Effect of Imposing Equality Constraints to Improve the Behavior of Factor Solutions With Small N 262 -- Conclusions, Implications, Limitations, and Directions for Future Research 277 -- 11. Small Samples in Structural Equation State Space Modeling /".
catalog description "Johan H.L. Oud, Robert A.R.G. Jansen, Dominique M.A. Haughton -- State Space Modeling by Means of Structural Equation Modeling 288 -- Simulation Study 291 -- Results of the Simulation Study 300 -- Results for the Simulation on the Basis of True Model I: Observed State Variables (See Table 1) 301 -- Results for the Simulation on the Basis of True Model II: Measurement Errors (See Table 2) 302 -- Results for the Simulation on the Basis of True Model III: Measurement Errors and Traits (Random Subject Effects) 303 -- 12. Structural Equation Modeling Analysis With Small Samples Using Partial Least Squares / Wynne W. Chin, Peter R. Newsted -- Contrasting Partial Least Squares and Covariance-Based Structural Equation Modeling 308 -- The Standard Partial Least Squares Algorithm 315 -- Multiblock Example 316 -- Formal Specification of the Partial Least Squares Model 321 -- Inner Model 321 -- Outer Model 322 -- Weight Relations 324 --".
catalog description "Maximizing Power in Randomized Designs When N Is Small / Anre Venter, Scott E. Maxwell -- Within- Versus Between-Subjects Designs 33 -- The Statistical Model and Assumptions 34 -- Relative Power and Precision of the Designs 35 -- Numerical Example 41 -- Qualifications 44 -- Between-Subjects Designs 45 -- The Statistical Model and Assumptions 45 -- Posttest-Only Versus Pretest-Posttest Design 46 -- Unequal Allocation of Assessment Units Between The Pretest and Posttest 52 -- The Intensive Design 55 -- 3. Effect Sizes and Significance Levels in Small-Sample Research / Sharon H. Kramer, Robert Rosenthal -- Effect Sizes: An Introduction 60 -- Relationship Between Effect Sizes and Significance Tests 60 -- Types of Effect Size Estimates 62 -- Effect Sizes in Small-Sample Studies 64 -- Counternull Value of an Effect Size 66 -- Effect Sizes in Contrasts Within a Study: Three Types of rs 67 --".
catalog description "Pooling Lagged Covariance Structures Based on Short, Multivariate Time Series for Dynamic Factor Analysis / John R. Nesselroade, Peter C.M. Molenaar -- A Focus on Process 224 -- Idiographic Emphases Within the Pursuit of Nomothetic Laws 224 -- Multivariate Measurement and Analysis 225 -- Statement of the Problem 226 -- What Is Needed? 227 -- Earlier Work on the Problem 227 -- Pooling Dynamic Structures Rather Than Individuals' Time Series 227 -- Assessing the Poolability of Individual Covariance Structures: A Test of Ergodicity 228 -- Ergodicity 228 -- Lagged Relationships 229 -- The Statistical Test of "Poolability" 230 -- Dynamic Factor Analysis of Pooled, Lagged Covariance Functions 234 -- Testing the "Poolability" of the Participants' Covariance Functions 237 -- Fitting the Dynamic Factor Model to the Pooled Covariance Functions 238 -- Estimates of Noise Series Parameters 239 --".
catalog description "Predictor Specification 324 -- Sample Size Requirements Based on the Inside and Outside Approximations 326 -- Model Evaluation 328 -- Partial Least Squares Estimates: The Issue of Consistency at Large 328 -- Monte Carlo Simulation 331.".
catalog description "Tests of an Identity Correlation Structure / Rachel T. Fouladi, James H. Steiger -- Why Test the Identity Correlation Structure Model? 168 -- Available Test Procedures 170 -- Exact Test Procedure 170 -- Asymptotic Test Procedures 171 -- Testing Difference in Fit 175 -- Choosing a Procedure 175 -- Relevant Monte Carlo Literature 177 -- Type I Error Control 179 -- Power 183 -- Robustness 183 -- 8. Sample Size, Reliability, and Tests of Statistical Mediation / Rick H. Hoyle, David A. Kenny -- Conceptualization of a Mediational Model 197 -- Technical Issues Concerning Tests of Mediation 198 -- Sample Size 199 -- Collinearity Between Cause and Mediator 201 -- Unreliability of the Mediator 201 -- Latent Variable Modeling of Mediation 203 -- Monte Carlo Experiment 204 -- Design 204 -- Technical Details 205 -- Results 205 -- 9.".
catalog extent "xxi, 367 p. :".
catalog hasFormat "Statistical strategies for small sample research.".
catalog identifier "0761908854 (hardcover : acid-free paper)".
catalog identifier "0761908862 (paperback)".
catalog isFormatOf "Statistical strategies for small sample research.".
catalog issued "1999".
catalog issued "c1999.".
catalog language "eng".
catalog publisher "Thousand Oaks, Calif. : Sage Publications,".
catalog relation "Statistical strategies for small sample research.".
catalog subject "001.4/22 21".
catalog subject "HA29 .S7844 1999".
catalog subject "Social sciences Statistical methods.".
catalog tableOfContents "1. On the Performance of Multiple Imputation for Multivariate Data With Small Sample Size / John W. Graham, Joseph L. Schafer -- A Brief History of Missing-Data Procedures 1 -- Overview of Multiple Imputation With NORM 5 -- Using the NORM Program 8 -- Preparing the Data Set 8 -- Describing the Data 9 -- Running the EM Algorithm 9 -- Running Data Augmentation and Generating Multiple Imputations 10 -- Diagnostics 10 -- Analyzing the Data 10 -- Combining the Results 11 -- A Simulation With Small N 11 -- The Population 12 -- Sampling Method 15 -- Rates and Patterns of Missingness 15 -- Imputation and Analysis 16 -- Running the Simulation 18 -- Criteria of Performance 18 -- Bias 18 -- Efficiency 18 -- Coverage 19 -- Rejection Rates 19 -- Simulation Results 20 -- Performance of Multiple Imputation 20 -- Performance of Complete Cases Analysis 25 -- 2.".
catalog tableOfContents "117 -- Combining Effect Size Measures and Evaluating Moderator Variables 118 -- An Example Meta-Analysis 123 -- Computation of Effect Sizes and Replicability Effects for a Single Study 123 -- Computation of Effect Sizes and Replicability Effects for Six Studies 126 -- Combining Effect Sizes and Assessing Moderator Variables 128 -- 6. Exact Permutational Inference for Categorical and Nonparametric Data / Cyrus R. Mehta, Nitin R. Patel -- Exact Permutation Tests for r [times] c Contingency Tables 134 -- Unconditional Sampling Distributions 135 -- Conditional Sampling Distribution 137 -- Exact p Values 140 -- Application to a Variety of r [times] c Problems 142 -- Exact Inference for Stratified Contingency Tables 152 -- Stratified 2 [times] 2 Contingency Tables 152 -- Stratified 2 [times] c Contingency Tables 157 -- Computational Issues 161 -- Software and Related Resources for Exact Inference 163 -- 7.".
catalog tableOfContents "Effect Sizes Across Studies 70 -- The Nature of Replication 70 -- Meta-Analysis 72 -- Meta-Analysis With a Small Number of Studies 74 -- 4. Statistical Analyses Using Bootstrapping: Concepts and Implementation / Yiu-Fai Yung, Wai Chan -- A Monte Carlo Experiment on Reaction Time 82 -- What if the Population Distribution Is Not Known? The Bootstrap Method 87 -- What Makes the Bootstrap Work? 90 -- A Study of Factor Replicability Using the Bootstrap 92 -- Implementing a Bootstrap Procedure: Some Suggested Guidelines 99 -- 5. Meta-Analysis of Single-Case Designs / Scott L. Hershberger, Dennis D. Wallace, Samuel B. Green, Janet G. Marquis -- Treatment Effect Sizes for Single-Case Designs and Their Replicability 109 -- Choice of Scores to Represent A and B Phases for Computing Effect Sizes 109 -- Choice of Divisors for an Effect Size Index for AB Phases 116 -- Treatment and Replication Effects for Multiple AB Phases for a Study".
catalog tableOfContents "Interpretation of the Lagged Factor Loadings 241 -- 10. Confirmatory Factor Analysis: Strategies for Small Sample Sizes / Herbert W. Marsh, Kit-Tai Hau -- Proposed Strategies 252 -- More Items Is Better 252 -- Item Parcels 253 -- Equal-Loading Strategy 254 -- Convergence, Proper Solutions, and N 254 -- Marsh, Hau, and Balla (1997) Study 256 -- Convergence Behavior 256 -- Effects of Number of Indicators and N in Confirmatory Factor Analysis 257 -- A Comparison of Parcel and Item Solutions 258 -- Extensions 259 -- Study 1 The Effects of Measured Variable Saturation, Number of Indicators, and N 260 -- Study 2 The Effect of Imposing Equality Constraints to Improve the Behavior of Factor Solutions With Small N 262 -- Conclusions, Implications, Limitations, and Directions for Future Research 277 -- 11. Small Samples in Structural Equation State Space Modeling /".
catalog tableOfContents "Johan H.L. Oud, Robert A.R.G. Jansen, Dominique M.A. Haughton -- State Space Modeling by Means of Structural Equation Modeling 288 -- Simulation Study 291 -- Results of the Simulation Study 300 -- Results for the Simulation on the Basis of True Model I: Observed State Variables (See Table 1) 301 -- Results for the Simulation on the Basis of True Model II: Measurement Errors (See Table 2) 302 -- Results for the Simulation on the Basis of True Model III: Measurement Errors and Traits (Random Subject Effects) 303 -- 12. Structural Equation Modeling Analysis With Small Samples Using Partial Least Squares / Wynne W. Chin, Peter R. Newsted -- Contrasting Partial Least Squares and Covariance-Based Structural Equation Modeling 308 -- The Standard Partial Least Squares Algorithm 315 -- Multiblock Example 316 -- Formal Specification of the Partial Least Squares Model 321 -- Inner Model 321 -- Outer Model 322 -- Weight Relations 324 --".
catalog tableOfContents "Maximizing Power in Randomized Designs When N Is Small / Anre Venter, Scott E. Maxwell -- Within- Versus Between-Subjects Designs 33 -- The Statistical Model and Assumptions 34 -- Relative Power and Precision of the Designs 35 -- Numerical Example 41 -- Qualifications 44 -- Between-Subjects Designs 45 -- The Statistical Model and Assumptions 45 -- Posttest-Only Versus Pretest-Posttest Design 46 -- Unequal Allocation of Assessment Units Between The Pretest and Posttest 52 -- The Intensive Design 55 -- 3. Effect Sizes and Significance Levels in Small-Sample Research / Sharon H. Kramer, Robert Rosenthal -- Effect Sizes: An Introduction 60 -- Relationship Between Effect Sizes and Significance Tests 60 -- Types of Effect Size Estimates 62 -- Effect Sizes in Small-Sample Studies 64 -- Counternull Value of an Effect Size 66 -- Effect Sizes in Contrasts Within a Study: Three Types of rs 67 --".
catalog tableOfContents "Pooling Lagged Covariance Structures Based on Short, Multivariate Time Series for Dynamic Factor Analysis / John R. Nesselroade, Peter C.M. Molenaar -- A Focus on Process 224 -- Idiographic Emphases Within the Pursuit of Nomothetic Laws 224 -- Multivariate Measurement and Analysis 225 -- Statement of the Problem 226 -- What Is Needed? 227 -- Earlier Work on the Problem 227 -- Pooling Dynamic Structures Rather Than Individuals' Time Series 227 -- Assessing the Poolability of Individual Covariance Structures: A Test of Ergodicity 228 -- Ergodicity 228 -- Lagged Relationships 229 -- The Statistical Test of "Poolability" 230 -- Dynamic Factor Analysis of Pooled, Lagged Covariance Functions 234 -- Testing the "Poolability" of the Participants' Covariance Functions 237 -- Fitting the Dynamic Factor Model to the Pooled Covariance Functions 238 -- Estimates of Noise Series Parameters 239 --".
catalog tableOfContents "Predictor Specification 324 -- Sample Size Requirements Based on the Inside and Outside Approximations 326 -- Model Evaluation 328 -- Partial Least Squares Estimates: The Issue of Consistency at Large 328 -- Monte Carlo Simulation 331.".
catalog tableOfContents "Tests of an Identity Correlation Structure / Rachel T. Fouladi, James H. Steiger -- Why Test the Identity Correlation Structure Model? 168 -- Available Test Procedures 170 -- Exact Test Procedure 170 -- Asymptotic Test Procedures 171 -- Testing Difference in Fit 175 -- Choosing a Procedure 175 -- Relevant Monte Carlo Literature 177 -- Type I Error Control 179 -- Power 183 -- Robustness 183 -- 8. Sample Size, Reliability, and Tests of Statistical Mediation / Rick H. Hoyle, David A. Kenny -- Conceptualization of a Mediational Model 197 -- Technical Issues Concerning Tests of Mediation 198 -- Sample Size 199 -- Collinearity Between Cause and Mediator 201 -- Unreliability of the Mediator 201 -- Latent Variable Modeling of Mediation 203 -- Monte Carlo Experiment 204 -- Design 204 -- Technical Details 205 -- Results 205 -- 9.".
catalog title "Statistical strategies for small sample research / [edited by] Rick H. Hoyle.".
catalog type "text".