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Handbook of Matching and Weighting Adjustments for Causal Inference
  • Language: en
  • Pages: 634

Handbook of Matching and Weighting Adjustments for Causal Inference

  • Type: Book
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  • Published: 2023-04-11
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  • Publisher: CRC Press

An observational study infers the effects caused by a treatment, policy, program, intervention, or exposure in a context in which randomized experimentation is unethical or impractical. One task in an observational study is to adjust for visible pretreatment differences between the treated and control groups. Multivariate matching and weighting are two modern forms of adjustment. This handbook provides a comprehensive survey of the most recent methods of adjustment by matching, weighting, machine learning and their combinations. Three additional chapters introduce the steps from association to causation that follow after adjustments are complete. When used alone, matching and weighting do not use outcome information, so they are part of the design of an observational study. When used in conjunction with models for the outcome, matching and weighting may enhance the robustness of model-based adjustments. The book is for researchers in medicine, economics, public health, psychology, epidemiology, public program evaluation, and statistics who examine evidence of the effects on human beings of treatments, policies or exposures.

Mosaic Pieces
  • Language: en
  • Pages: 318

Mosaic Pieces

  • Categories: Law

Mosaic Pieces: Surviving the Dark Side of American Justice By: Wes Skillings Mosaic Pieces is a nonfiction narrative about a murder, investigation, trial, and conviction in the 1970s you might call the centerpiece of three generations of family history. The murder case itself is fascinating—if only because of what had been learned in the aftermath of the trial at which twenty-year-old Kim Lee Hubbard was decreed guilty in Williamsport, Pennsylvania of the murder of twelve-year-old Jennifer May Hill. Jennifer had been dead in a cornfield, according to the forensic pathologist who conducted the autopsy, for as many as nine days in the unseasonably warm and dry weather of that October. And ye...

FCC Record
  • Language: en
  • Pages: 870

FCC Record

  • Type: Book
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  • Published: 2003-08
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  • Publisher: Unknown

None

Jennifer Hill
  • Language: en

Jennifer Hill

  • Type: Book
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  • Published: Unknown
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  • Publisher: Unknown

None

Current Law Index
  • Language: en
  • Pages: 1120

Current Law Index

  • Categories: Law
  • Type: Book
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  • Published: 2004
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  • Publisher: Unknown

None

Sydney Architecture
  • Language: en
  • Pages: 264

Sydney Architecture

  • Type: Book
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  • Published: 1997
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  • Publisher: Idea Books

Provides detailed history and suggested tours of more than 500 of Sydney's great buildings.

Los Angeles Lawyer
  • Language: en
  • Pages: 856

Los Angeles Lawyer

  • Type: Book
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  • Published: 1994
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  • Publisher: Unknown

None

Prisons Almanac
  • Language: en
  • Pages: 442

Prisons Almanac

  • Type: Book
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  • Published: 2006
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  • Publisher: Unknown

None

Dance World
  • Language: en
  • Pages: 230

Dance World

  • Type: Book
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  • Published: 1973
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  • Publisher: Unknown

None

A Field Guide to Conservation Finance
  • Language: en
  • Pages: 416

A Field Guide to Conservation Finance

  • Type: Book
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  • Published: 2007-04-13
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  • Publisher: Unknown

Dealing with land conservation financing, this text provides advice on how to tackle the main obstacle to protecting private land in America: lack of money. It outlines essential tools for raising money, borrowing money, and reducing the cost of transactions.