Partial Identification of Probability Distributions

• Κύριος συγγραφέας: Manski, Charles F. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York, 2003.
• Σειρά: Springer Series in Statistics,
• Θέματα: Statistics.; Econometrics.; Statistical Theory and Methods.; Statistics for Business/Economics/Mathematical Finance/Insurance.; Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law.

Sample data alone never suffice to draw conclusions about populations. Inference always requires assumptions about the population and sampling process. Statistical theory has revealed much about how strength of assumptions affects the precision of point estimates, but has had much less to say about...

Πίνακας περιεχομένων:

• Introduction: Partial Identification and Credible Inference
• Missing Outcomes
• Instrumental Variables
• Conditional Prediction with Missing Data
• Contaminated Outcomes
• Regressions, Short and Long
• Response-Based Sampling
• Analysis of Treatment Response
• Mnotone Treatment Response
• Monotone Instrumental Variables
• The Mixing Problem.