عنوان

Foundations of agnostic statistics /

شابک

1107178916

شابک

1316631141

شابک

1316831760

شابک

9781107178915

شابک

9781316631140

شابک

9781316831762

شابک اشتباه

9781107178915

شابک اشتباه

9781316631140

عنوان اصلي

Foundations of agnostic statistics /

نام عام مواد

[Book]

نام نخستين پديدآور

Peter M. Aronow, Benjamin T. Miller.

محل نشرو پخش و غیره

Cambridge :

نام ناشر، پخش کننده و غيره

Cambridge University Press,

تاریخ نشرو بخش و غیره

2019.

نام خاص و کميت اثر

1 online resource (xviii, 298 pages)

متن يادداشت

Includes bibliographical references (pages 288-292) and index.

متن يادداشت

Part I. Probability : Probalbility theory -- Summarizing distribution -- Part II. Statistics : Learning from random samples -- Regression -- Parametric models -- Part III. Identification : Missing data -- Causal inference.

بدون عنوان

2

متن يادداشت

Reflecting a sea change in how empirical research has been conducted over the past three decades, Foundations of Agnostic Statistics presents an innovative treatment of modern statistical theory for the social and health sciences. This book develops the fundamentals of what the authors call agnostic statistics, which considers what can be learned about the world without assuming that there exists a simple generative model that can be known to be true. Aronow and Miller provide the foundations for statistical inference for researchers unwilling to make assumptions beyond what they or their audience would find credible. Building from first principles, the book covers topics including estimation theory, regression, maximum likelihood, missing data, and causal inference. Using these principles, readers will be able to formally articulate their targets of inquiry, distinguish substantive assumptions from statistical assumptions, and ultimately engage in cutting-edge quantitative empirical research that contributes to human knowledge.

شماره استاندارد بين المللي کتاب و موسيقي

9781107178915

موضوع مستند نشده

Quantitative research.

موضوع مستند نشده

Statistics.

موضوع مستند نشده

POLITICAL SCIENCE / General.

موضوع مستند نشده

Quantitative research.

موضوع مستند نشده

Statistics.

شماره

ويراست

شماره رده

نشانه اثر

شماره رده

کد سيستم

مستند نام اشخاص تاييد نشده

Aronow, Peter M.

مستند نام اشخاص تاييد نشده

Miller, Benjamin T.

تاريخ عمليات

20200822150233.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y