Statistical Models for Causation : What Inferential Leverage

نویسندگان

  • David A. Freedman
  • DAVID A. FREEDMAN
  • Jon McAuliffe
  • Máire Ní Bhrolcháin
چکیده

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Statistical models for causation: what inferential leverage do they provide?

Experiments offer more reliable evidence on causation than observational studies, which is not to gainsay the contribution to knowledge from observation. Experiments should be analyzed as experiments, not as observational studies. A simple comparison of rates might be just the right tool, with little value added by "sophisticated" models. This article discusses current models for causation, as ...

متن کامل

Causation in the sciences: an inferentialist account.

I present an alternative account of causation in the biomedical and social sciences according to which the meaning of causal claims is given by their inferential relations to other claims. Specifically, I will argue that causal claims are (typically) inferentially related to certain evidential claims as well as claims about explanation, prediction, intervention and responsibility. I explain in ...

متن کامل

Advanced Process Control

CONTENTS SUMMARY 1. WHAT IS ADVANCED CONTROL? 2. PROCESS MODELS 2.1. Mechanistic Models 2.2. Black Box Models 2.3. Qualitative Models 2.4. Statistical Models 3. MODEL BASED (MODERN) AUTOMATIC CONTROL 3.1. PID Control 3.2. Predictive Constrained Control 3.3. Multivariable Control 3.4. Robust Control and the Internal Model Principle 3.5. Globally Linearising Control 4. STATISTICAL PROCESS CONTR...

متن کامل

Inferential Models

Probability is a useful tool for describing uncertainty, so it is natural to strive for a system of statistical inference based on probabilities for or against various hypotheses. But existing probabilistic inference methods struggle to provide a meaningful interpretation of the probabilities across experiments in sufficient generality. In this paper we further develop a promising new approach ...

متن کامل

Thermodynamics , Reversibilty and Jaynes ’ Approach to Statistical Mechanics

Title of dissertation: THERMODYNAMICS, REVERSIBILTY AND JAYNES’ APPROACH TO STATISTICAL MECHANICS Daniel N. Parker, Doctor of Philosophy, 2006 Dissertation directed by: Professor Jeffrey Bub Department of Philosophy This dissertation contests David Albert’s recent arguments that the proposition that the universe began in a particularly low entropy state (the “past hypothesis”) is necessary and ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2006