SPSS for starters. Part 2 / Ton J. Cleophas, Aeilko H. Zwinderman.
The first part of this title contained all statistical tests that are relevant for starters on SPSS, and included standard parametric and non-parametric tests for continuous and binary variables, regression methods, trend tests, and reliability and validity assessments of diagnostic tests. The curre...
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| Language: | English |
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Dordrecht ; New York :
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©2012.
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| Series: | SpringerBriefs in statistics.
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MARC
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| 245 | 1 | 0 | |a SPSS for starters. |n Part 2 / |c Ton J. Cleophas, Aeilko H. Zwinderman. |
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| 505 | 0 | 0 | |t Multistage Regression -- |t Multivariate Analysis Using Path Statistics -- |t Multivariate Analysis of Variance -- |t Categorical Data -- |t Multinomial Logistic Regression -- |t Missing Data Imputation -- |t Comparing the Performance of Diagnostic Tests -- |t Meta-Regression -- |t Poisson Regression -- |t Confounding -- |t Interaction, Random Effect Analysis of Variance -- |t Log Rank Testing -- |t Segmented Cox Regression -- |t Curvilinear Estimation -- |t Loess and Spline Modeling -- |t Assessing Seasonality -- |t Monte Carlo Tests and Bootstraps for Analysis of Complex Data -- |t Artificial Intelligence -- |t Robust Testing. |
| 520 | |a The first part of this title contained all statistical tests that are relevant for starters on SPSS, and included standard parametric and non-parametric tests for continuous and binary variables, regression methods, trend tests, and reliability and validity assessments of diagnostic tests. The current part 2 of this title reviews multistep methods, multivariate models, assessments of missing data, performance of diagnostic tests, meta-regression, Poisson regression, confounding and interaction, and survival analyses using log tests and segmented time-dependent Cox regression. | ||
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