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Aeilko H. Zwinderman has written 12 work(s)

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Product Description: This textbook consists of ten chapters, and is a must-read to all medical and health professionals, who already have basic knowledge of how to analyze their clinical data, but still, wonder, after having done so, why procedures were performed the way they were...read more

Hardcover:

9783319395852 | Springer Verlag, November 8, 2016, cover price $99.00 |

*About this edition:*This textbook consists of ten chapters, and is a must-read to all medical and health professionals, who already have basic knowledge of how to analyze their clinical data, but still, wonder, after having done so, why procedures were performed the way they were.Product Description: In medical and health care the scientific method is little used, and statistical software programs are experienced as black box programs producing lots of p-values, but little answers to scientific questions. The pocket calculator analyses appears to be, particularly, appreciated, because they enable medical and health professionals and students for the first time to understand the scientific methods of statistical reasoning and hypothesis testing...read more

Hardcover:

9783319271033 | 2 edition (Springer Verlag, January 29, 2016), cover price $89.99 |

*About this edition:*In medical and health care the scientific method is little used, and statistical software programs are experienced as black box programs producing lots of p-values, but little answers to scientific questions.Product Description: For medical and health workers this book is a must-have, because statistical methods in these fields are vital, and no equivalent work is available. For medical and health students this is equally true.A unique point is its low threshold, textually simple and at the same time full of self-assessment opportunities...read more

Hardcover:

9783319205991 | 2 edition (Springer Verlag, October 23, 2015), cover price $99.00 |

*About this edition:*For medical and health workers this book is a must-have, because statistical methods in these fields are vital, and no equivalent work is available.Hardcover:

9783319151946 | Springer Verlag, April 10, 2015, cover price $99.00

Paperback:

9789400795129 | Springer Verlag, June 13, 2015, cover price $89.99

Product Description: Unique features of the book involve the following.1.This book is the third volume of a three volume series of cookbooks entitled "Machine Learning in Medicine - Cookbooks One, Two, and Three". No other self-assessment works for the medical and health care community covering the field of machine learning have been published to date...read more

Paperback:

9783319121628 | Springer Verlag, November 10, 2014, cover price $54.99 |

*About this edition:*Unique features of the book involve the following.The first part of this title contained all statistical tests relevant to starting clinical investigations, and included tests for continuous and binary data, power, sample size, multiple testing, variability, confounding, interaction, and reliability. The current part 2 of this title reviews methods for handling missing data, manipulated data, multiple confounders, predictions beyond observation, uncertainty of diagnostic tests, and the problems of outliers. Also robust tests, non-linear modeling , goodness of fit testing, Bhatacharya models, item response modeling, superiority testing, variability testing, binary partitioning for CART (classification and regression tree) methods, meta-analysis, and simple tests for incident analysis and unexpected observations at the workplace and reviewed. Each test method is reported together with (1) a data example from practice, (2) all steps to be taken using a scientific pocket calculator, and (3) the main results and their interpretation. Although several of the described methods can also be carried out with the help of statistical software, the latter procedure will be considerably slower. Both part 1 and 2 of this title consist of a minimum of text and this will enhance the process of mastering the methods. Yet the authors recommend that for a better understanding of the test procedures the books be used together with the same authors' textbook "Statistics Applied to Clinical Studies" 5th edition edited 2012, by Springer Dordrecht Netherlands. More complex data files like data files with multiple treatment modalities or multiple predictor variables can not be analyzed with a pocket calculator. We recommend that the small books "SPSS for starters", Part 1 and 2 (Springer, Dordrecht, 2010, and 2012) from the same authors be used as a complementary help for the readers' benefit.

Paperback:

9789400795648 | Springer Verlag, November 25, 2014, cover price $69.99

9789400747036 | 1 edition (Springer Verlag, June 28, 2012), cover price $49.95 |

*About this edition:*The first part of this title contained all statistical tests relevant to starting clinical investigations, and included tests for continuous and binary data, power, sample size, multiple testing, variability, confounding, interaction, and reliability.Product Description: Thanks to the omnipresent computer, current statistics can include data files of many thousands of values, and can perform any exploratory analysis in less than seconds. This development, however fascinating, generally does not lead to simple results...read more

Hardcover:

9789400728622 | 5th edition (Springer Verlag, February 7, 2012), cover price $119.00 |

*About this edition:*Thanks to the omnipresent computer, current statistics can include data files of many thousands of values, and can perform any exploratory analysis in less than seconds.Paperback:

9789400794054 | 5th edition (Springer Verlag, April 16, 2014), cover price $119.00 |

*About this edition:*Thanks to the omnipresent computer, current statistics can include data files of many thousands of values, and can perform any exploratory analysis in less than seconds.Paperback:

9789400798793 | Springer Verlag, September 28, 2014, cover price $79.99

9789400748033 | 1 edition (Springer Verlag, July 10, 2012), cover price $49.95

Product Description: The amount of data medical databases doubles every 20 months, and physicians are at a loss to analyze them. Also, traditional data analysis has difficulty to identify outliers and patterns in big data and data with multiple exposure / outcome variables and analysis-rules for surveys and questionnaires, currently common methods of data collection, are, essentially, missing...read more

Paperback:

9783319074122 | Springer Verlag, June 20, 2014, cover price $54.99 |

*About this edition:*The amount of data medical databases doubles every 20 months, and physicians are at a loss to analyze them.Paperback:

9783319041803 | Springer Verlag, January 14, 2014, cover price $54.99

Product Description: Machine learning is a novel discipline concerned with the analysis of large and multiple variables data. It involves computationally intensive methods, like factor analysis, cluster analysis, and discriminant analysis. It is currently mainly the domain of computer scientists, and is already commonly used in social sciences, marketing research, operational research and applied sciences...read more

Hardcover:

9789400778689 | 1 edition (Springer Verlag, December 11, 2013), cover price $89.99 |

*About this edition:*Machine learning is concerned with the analysis of large data and multiple variables.Paperback:

9789400793637 | Springer Verlag, February 8, 2015, cover price $89.95 |

*About this edition:*Machine learning is a novel discipline concerned with the analysis of large and multiple variables data.
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