عنوان

Clinical prediction models :

شابک

3030163989

شابک

3030163997

شابک

9783030163983

شابک

9783030163990

شابک اشتباه

9783030163983

عنوان اصلي

Clinical prediction models :

نام عام مواد

[Book]

ساير اطلاعات عنواني

a practical approach to development, validation, and updating /

نام نخستين پديدآور

Ewout W. Steyerberg.

وضعيت ويراست

Second edition.

محل نشرو پخش و غیره

Cham, Switzerland :

نام ناشر، پخش کننده و غيره

Springer,

تاریخ نشرو بخش و غیره

[2019]

تاریخ نشرو بخش و غیره

©2019

نام خاص و کميت اثر

1 online resource (xxxiii, 558 pages) :

ساير جزييات

illustrations (some color)

عنوان فروست

Statistics for Biology and Health,

شاپا ي ISSN فروست

2197-5671

متن يادداشت

Includes bibliographical references and index.

متن يادداشت

Introduction -- Applications of prediction models -- Study design for prediction modeling -- Statistical models for prediction -- Overfitting and optimism in prediction models -- Choosing between alternative models -- Missing values -- Case study on dealing with missing values -- Coding of categorical and continuous predictors -- Restrictions on candidate predictors -- Selection of main effects -- Assumptions in regression models : additivity and linearity -- Modern estimation methods -- Estimation with external information -- Evaluation of performance -- Evaluation of clinical usefulness -- Validation of prediction models -- Presentation formats -- Patterns of external validity -- Updating for a new setting -- Updating for multiple settings -- Case study on a prediction of 30-day mortality -- Case study on survival analysis : prediction of cardiovascular events -- Overall lessons and data sets.

بدون عنوان

0

متن يادداشت

Prediction models are important in various fields, including medicine, physics, meteorology, and finance. Prediction models will become more relevant in the medical field with the increase in knowledge on potential predictors of outcome, e.g. from genetics. Also, the number of applications will increase, e.g. with targeted early detection of disease, and individualized approaches to diagnostic testing and treatment. The current era of evidence-based medicine asks for an individualized approach to medical decision-making. Evidence-based medicine has a central place for meta-analysis to summarize results from randomized controlled trials; similarly prediction models may summarize the effects of predictors to provide individualized predictions of a diagnostic or prognostic outcome.

منبع سفارش / آدرس اشتراک

Springer Nature

شماره انبار

com.springer.onix.9783030163990

عنوان

Clinical prediction models.

موضوع مستند نشده

Clinical trials-- Statistical methods.

موضوع مستند نشده

Evidence-based medicine-- Statistical methods.

موضوع مستند نشده

Medical statistics.

موضوع مستند نشده

Medicine-- Research-- Statistical methods.

موضوع مستند نشده

Regression analysis.

موضوع مستند نشده

Models, Statistical.

موضوع مستند نشده

Prognosis.

موضوع مستند نشده

Regression Analysis.

موضوع مستند نشده

Clinical trials-- Statistical methods.

موضوع مستند نشده

Medical statistics.

موضوع مستند نشده

Medicine-- Research-- Statistical methods.

موضوع مستند نشده

Regression analysis.

موضوع مستند نشده

MBNS

موضوع مستند نشده

MED090000

موضوع مستند نشده

PBT

موضوع مستند نشده

PBT

شماره

ويراست

شماره رده

نشانه اثر

شماره رده

مستند نام اشخاص تاييد نشده

Steyerberg, Ewout W.

تاريخ عمليات

20200823085158.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y