عنوان

Statistical models and causal inference :

شابک

0511688830

شابک

0511691068

شابک

0511815875

شابک

1107384494

شابک

9780511688836

شابک

9780511691065

شابک

9780511815874

شابک

9781107384491

شابک اشتباه

0521123909

شابک اشتباه

0521195004

شابک اشتباه

9780521123907

شابک اشتباه

9780521195003

شماره

b702802

عنوان اصلي

Statistical models and causal inference :

نام عام مواد

[Book]

ساير اطلاعات عنواني

a dialogue with the social sciences /

نام نخستين پديدآور

David A. Freedman ; edited by David Collier, Jasjeet S. Sekhon, Philip B. Stark.

محل نشرو پخش و غیره

New York :

نام ناشر، پخش کننده و غيره

Cambridge University Press,

تاریخ نشرو بخش و غیره

2010.

نام خاص و کميت اثر

1 online resource (xvi, 399 pages) :

ساير جزييات

illustrations

متن يادداشت

Includes bibliographical references (pages 357-392) and index.

متن يادداشت

Editor's introduction: inference and shoe leather -- Statistical modeling: foundations and limitations -- issues in the foundations of statistics : probability and statistical models -- Statistical assumptions as empirical commitements -- Statistical models and shoe leather -- Studies in political science, public policy, and epidemiology -- Methods for Census 2000 and statistical adjustments -- On "solutions" to the ecological inference problem -- Rejoinder to king -- Black ravens, white shoes, and case selection : inference with categorical variables -- What is the chance of an earthquake -- Salt and blood pressure : conventional wisdom reconsidered -- The Swine Flu vaccine and Guillain-Barré syndrome : a case study in relative risk and specific causation -- Survival analysis : an epidemiological hazard? -- New developments : progress or regress? -- On regression adjustments in experiments with several treatments -- Randomization does not justify logistic regression -- The grand leap -- On specifying graphical models for causation, and the identification problem -- Weighting regressions by propensity scores -- On the so-called "Huber Sandwich Estimator" and "Robust Standard Errors" -- Endogeneity in probit response models -- Diagnostics cannot have much power against general alternatives -- Shoe leather revisited -- On types of scientific inquiry : the role of qualitative reasoning.

بدون عنوان

0

متن يادداشت

"David A. Freedman presents here a definitive synthesis of his approach to causal inference in the social sciences. He explores the foundations and limitations of statistical modeling, illustrating basic arguments with examples from political science, public policy, law, and epidemiology. Freedman maintains that many new technical approaches to statistical modeling constitute not progress, but regress. Instead, he advocates a 'shoe leather' methodology, which exploits natural variation to mitigate confounding and relies on intimate knowledge of the subject matter to develop meticulous research designs and eliminate rival explanations. When Freedman first enunciated this position, he was met with scepticism, in part because it was hard to believe that a mathematical statistician of his stature would favor 'low-tech' approaches. But the tide is turning. Many social scientists now agree that statistical technique cannot substitute for good research design and subject matter knowledge. This book offers an integrated presentation of Freedman's views"--Provided by publisher.

عنوان

Statistical models and causal inference.

شماره استاندارد بين المللي کتاب و موسيقي

9780521195003

موضوع مستند نشده

Causation.

موضوع مستند نشده

Linear models (Statistics)

موضوع مستند نشده

Social sciences-- Statistical methods.

موضوع مستند نشده

causalité-- modèles linéaires.

موضوع مستند نشده

Causation.

موضوع مستند نشده

Kausalität

موضوع مستند نشده

Linear models (Statistics)

موضوع مستند نشده

MATHEMATICS-- Probability & Statistics-- General.

موضوع مستند نشده

Samhällsvetenskaplig forskning.

موضوع مستند نشده

sciences sociales-- statistique.

موضوع مستند نشده

Social sciences-- Statistical methods.

موضوع مستند نشده

Sozialwissenschaften

موضوع مستند نشده

Statistik

موضوع مستند نشده

Statistik-- metodik.

موضوع مستند نشده

MAT-- 029000

موضوع مستند نشده

s1ma

موضوع مستند نشده

s2ss

شماره

ويراست

شماره رده

نشانه اثر

شماره رده

کد سيستم

مستند نام اشخاص تاييد نشده

Freedman, David,1938-2008.

مستند نام اشخاص تاييد نشده

Collier, David,1942-

مستند نام اشخاص تاييد نشده

Sekhon, Jasjeet Singh,1971-

مستند نام اشخاص تاييد نشده

Stark, Philip B.

تاريخ عمليات

20201207181907.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y