Cargando…
Statistics and causality : methods for applied empirical research /
A one-of-a-kind guide to identifying and dealing with modern statistical developments in causality Written by a group of well-known experts, Statistics and Causality: Methods for Applied Empirical Research focuses on the most up-to-date developments in statistical methods in respect to causality. Il...
| Clasificación: | Libro Electrónico |
|---|---|
| Otros Autores: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Hoboken, New Jersey :
John Wiley & Sons,
2016.
|
| Colección: | Wiley series in probability and statistics
|
| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- BASES OF CAUSALITY. Causation and the Aims of Inquiry / Ned Hall
- Evidence and Epistemic Causality / Michael Wilde, Jon Williamson
- DIRECTIONALITY OF EFFECTS. Statistical Inference for Direction of Dependence in Linear Models / Yadolah Dodge, Valentin Rousson
- Directionality of Effects in Causal Mediation Analysis / Wolfgang Wiedermann, Alexander Eye
- Direction of Effects in Categorical Variables: A Structural Perspective / Alexander Eye, Wolfgang Wiedermann
- Directional Dependence Analysis Using Skew-Normal Copula-Based Regression / Seongyong Kim, Daeyoung Kim
- Non-Gaussian Structural Equation Models for Causal Discovery / Shohei Shimizu
- Nonlinear Functional Causal Models for Distinguishing Cause from Effect / Kun Zhang, Aapo Hyvarinen
- GRANGER CAUSALITY AND LONGITUDINAL DATA MODELING. Alternative Forms of Granger Causality, Heterogeneity, and Nonstationarity / Peter C M Molenaar, Lawrence L Lo
- Granger Meets Rasch: Investigating Granger Causation with Multidimensional Longitudinal Item Response Models / Ingrid Koller, Claus H Carstensen, Wolfgang Wiedermann, Alexander von Eye
- Granger Causality for Ill-Posed Problems: Ideas, Methods, and Application in Life Sciences / Katerina Hlavkov-Schindler, Valeriya Naumova, Sergiy Pereverzyev
- Unmeasured Reciprocal Interactions: Specification and Fit Using Structural Equation Models / Phillip K Wood
- COUNTERFACTUAL APPROACHES AND PROPENSITY SCORE ANALYSIS. Log-Linear Causal Analysis of Cross-Classified Categorical Data / Kazuo Yamaguchi
- Design- and Model-Based Analysis of Propensity Score Designs / Peter M Steiner
- Adjustment when Covariates are Fallible / Steffi Pohl, Marie-Ann Sengewald, Rolf Steyer
- Latent Class Analysis with Causal Inference: The Effect of Adolescent Depression on Young Adult Substance Use Profile / Stephanie T Lanza, Megan S Schuler, Bethany C Bray
- DESIGNS FOR CAUSAL INFERENCE. Can We Establish Causality with Statistical Analyses? The Example of Epidemiology / Ulrich Frick, Jurgen Rehm.