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About the Book and Supporting Material

Željko Ivezi, Andrew J. Connolly, Jacob T. VanderPlas, Alexander Gray, Željko Ivezi, Andrew J. Connolly, Jacob T. VanderPlas, and Alexander Gray

in Statistics, Data Mining, and Machine Learning in Astronomy: A Practical Python Guide for the Analysis of Survey Data

Published in print:
2014
Published Online:
October 2017
ISBN:
9780691151687
eISBN:
9781400848911
Item type:
chapter
Publisher:
Princeton University Press
DOI:
10.23943/princeton/9780691151687.003.0001
Subject:
Physics, Particle Physics / Astrophysics / Cosmology

This chapter begins by discussing the meaning of data mining, machine learning, and knowledge discovery. Data mining, machine learning, and knowledge discovery refer to research areas which can all ... More


How computing has changed statistics

Brian D. Ripley

in Celebrating Statistics: Papers in honour of Sir David Cox on his 80th birthday

Published in print:
2005
Published Online:
September 2007
ISBN:
9780198566540
eISBN:
9780191718038
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780198566540.003.0011
Subject:
Mathematics, Probability / Statistics

This chapter describes the effects on statistical work of the massive increase in the availability of computers and in their speed and storage capacities. The questions tackled concern the use of ... More


Terminology and Defining Concepts

Irwin Epstein

in Clinical Data-Mining: Integrating Practice and Research

Published in print:
2009
Published Online:
May 2010
ISBN:
9780195335521
eISBN:
9780199777433
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195335521.003.0002
Subject:
Social Work, Research and Evaluation

This chapter situates clinical data-mining (CDM) specifically as a “practice-based research” strategy rather than as an example of “research-based practice.” The latter more closely approximates ... More


On the “Discovery” of Clinical Data-Mining, and Why Practitioners Should Do It

Irwin Epstein

in Clinical Data-Mining: Integrating Practice and Research

Published in print:
2009
Published Online:
May 2010
ISBN:
9780195335521
eISBN:
9780199777433
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195335521.003.0003
Subject:
Social Work, Research and Evaluation

This chapter describes a time of “discovery” of CDM as a research method and the study that was in many ways the prototype for all future CDM studies. In the case described in this chapter the Mount ... More


The “Science” of CDM and the “Art” of Strategic Compromise

Irwin Epstein

in Clinical Data-Mining: Integrating Practice and Research

Published in print:
2009
Published Online:
May 2010
ISBN:
9780195335521
eISBN:
9780199777433
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195335521.003.0004
Subject:
Social Work, Research and Evaluation

This chapter describes basic steps in the CDM process. It begins with a discussion of a working definition of clinical data-mining (CDM). It then discusses securing administration support and ... More


Practitioner-Initiated CDM Studies: Principles and Exemplars

Irwin Epstein

in Clinical Data-Mining: Integrating Practice and Research

Published in print:
2009
Published Online:
May 2010
ISBN:
9780195335521
eISBN:
9780199777433
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195335521.003.0005
Subject:
Social Work, Research and Evaluation

This chapter presents several published exemplars of practitioner-initiated, quantitative CDM studies. Statistically straightforward and, in that sense, not very complex, often they demonstrate the ... More


The Quantitative CDM Doctoral Dissertation

Irwin Epstein

in Clinical Data-Mining: Integrating Practice and Research

Published in print:
2009
Published Online:
May 2010
ISBN:
9780195335521
eISBN:
9780199777433
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195335521.003.0006
Subject:
Social Work, Research and Evaluation

This chapter discusses and illustrates the use of quantitative CDM methodology in recently completed social work doctoral dissertations. Although these doctoral dissertations are more ... More


Breaking New Ground: Qualitative CDM

Irwin Epstein

in Clinical Data-Mining: Integrating Practice and Research

Published in print:
2009
Published Online:
May 2010
ISBN:
9780195335521
eISBN:
9780199777433
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195335521.003.0007
Subject:
Social Work, Research and Evaluation

This chapter discusses two qualitative CDM doctoral dissertations as well as a single qualitative CDM study initiated by a practitioner. It considers the unique methodological requirements and ... More


The Possible Futures of CDM and Evidence-Based Practice

Irwin Epstein

in Clinical Data-Mining: Integrating Practice and Research

Published in print:
2009
Published Online:
May 2010
ISBN:
9780195335521
eISBN:
9780199777433
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195335521.003.0008
Subject:
Social Work, Research and Evaluation

This chapter presents some personal thoughts about future possibilities for CDM based upon current involvement as a research consultant and as a social work doctoral faculty member. It briefly ... More


Dynamic Econometrics

David F. Hendry

Published in print:
1995
Published Online:
November 2003
ISBN:
9780198283164
eISBN:
9780191596384
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/0198283164.001.0001
Subject:
Economics and Finance, Econometrics

This systematic and integrated framework for econometric modelling is organized in terms of three levels of knowledge: probability, estimation, and modelling. All necessary concepts of econometrics ... More


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