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1 | (6) |
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2 The Philosophy of Quantitative Methods |
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7 | (25) |
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3 Quantitative Methods and Ethics |
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32 | (23) |
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55 | (27) |
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5 Theory Construction, Model Building, and Model Selection |
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82 | (23) |
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6 Teaching Quantitative Psychology |
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105 | (13) |
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118 | (26) |
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8 The IRT Tradition and its Applications |
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144 | (26) |
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9 Survey Design and Measure Development |
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170 | (19) |
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10 High-Stakes Test Construction and Test Use |
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189 | (17) |
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11 Effect Size and Sample Size Planning |
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206 | (17) |
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12 Experimental Design for Causal Inference: Clinical Trials and Regression Discontinuity Designs |
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223 | (14) |
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13 Matching and Propensity Scores |
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237 | (23) |
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14 Designs for and Analyses of Response Time Experiments |
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260 | (26) |
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286 | (19) |
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16 A Primer of Epidemiologic Methods, Concepts, and Analysis with Examples and More Advanced Applications within Psychology |
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305 | (27) |
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17 Program Evaluation: Principles, Procedures, and Practices |
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332 | (29) |
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18 Overview of Statistical Estimation Methods |
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361 | (27) |
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19 Robust Statistical Estimation |
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388 | (19) |
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20 Bayesian Statistical Methods |
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407 | (31) |
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438 | (16) |
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22 Monte Carlo Analysis in Academic Research |
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454 | |
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| Index |
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480 | (279) |
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1 | (6) |
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2 Overview of Traditional/Classical Statistical Approaches |
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7 | (19) |
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3 Generalized Linear Models |
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26 | (26) |
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52 | (22) |
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5 Configural Frequency Analysis |
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74 | (32) |
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6 Nonparametric Statistical Techniques |
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106 | (36) |
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7 Correspondence Analysis |
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142 | (12) |
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154 | (21) |
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9 Analysis of Imaging Data |
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175 | (23) |
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10 Twin Studies and Behavior Genetics |
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198 | (21) |
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11 Quantitative Analysis of Genes |
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219 | (16) |
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12 Multidimensional Scaling |
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235 | (22) |
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13 Latent Variable Measurement Models |
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257 | (24) |
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14 Multilevel Regression and Multilevel Structural Equation Modeling |
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281 | (14) |
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15 Structural Equation Models |
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295 | (43) |
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16 Developments in Mediation Analysis |
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338 | (23) |
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361 | (26) |
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18 Longitudinal Data Analysis |
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387 | (24) |
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19 Dynamical Systems and Models of Continuous Time |
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411 | (21) |
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20 Intensive Longitudinal Data |
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432 | (9) |
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21 Dynamic Factor Analysis: Modeling Person-Specific Process |
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441 | (17) |
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458 | (28) |
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23 Analyzing Event History Data |
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486 | (31) |
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24 Clustering and Classification |
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517 | (34) |
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25 Latent Class Analysis and Finite Mixture Modeling |
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551 | (61) |
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612 | (23) |
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635 | (30) |
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28 Secondary Data Analysis |
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665 | (13) |
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678 | (23) |
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30 Meta-Analysis and Quantitative Research Synthesis |
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701 | (17) |
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31 Common Fallacies in Quantitative Research Methodology |
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718 | (41) |
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| Index |
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759 | |
