LIBROS DEL AUTOR: aeilko h zwinderman

23 resultados para LIBROS DEL AUTOR: aeilko h zwinderman

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  • Kernel Ridge Regression in Clinical Research
    Aeilko H. Zwinderman / Ton J. Cleophas
    IBM (international business machines) has published in its SPSS statistical software 2022 update a very important novel regression method entitled Kernel Ridge Regression (KRR). It is an extension of the currently available regression methods, and is suitable for pattern recognition in high dimensional data, particularly, when alternative methods fail. Its theoretical advantage...
    Disponible

    124,02 €

  • Modern Survival Analysis in Clinical Research
    Aeilko H. Zwinderman / Ton J. Cleophas
    An important novel menu for Survival Analysis entitled Accelerated Failure Time (AFT) models has been published by IBM (international Businesss Machines) in its SPSS statistical software update of 2023. Unlike the traditional Cox regressions that work with hazards, which are the ratio of deaths and non-deaths in a sample, it works with risk of death, which is the proportion of ...
    Disponible

    48,09 €

  • Kernel Ridge Regression in Clinical Research
    Aeilko H. Zwinderman / Ton J. Cleophas
    IBM (international business machines) has published in its SPSS statistical software 2022 update a very important novel regression method entitled Kernel Ridge Regression (KRR). It is an extension of the currently available regression methods, and is suitable for pattern recognition in high dimensional data, particularly, when alternative methods fail. Its theoretical advantage...
    Disponible

    47,77 €

  • Regression Analysis in Medical Research
    Aeilko H. Zwinderman / Ton J. Cleophas
    Regression analysis of cause effect relationships is increasingly the core of medical and health research. This work is a 2nd edition of a 2017 pretty complete textbook and tutorial for students as well as recollection / update bench and help desk for professionals. It came to the authors’ attention, that information of history, background, and purposes, of the regression metho...
    Disponible

    100,05 €

  • Machine Learning in Medicine - A Complete Overview
    Aeilko H. Zwinderman / Ton J. Cleophas
    Adequate health and health care is no longer possible without proper data supervision from modern machine learning methodologies like cluster models, neural networks, and other data mining methodologies. The current book is the first publication of a complete overview of machine learning methodologies for the medical and health sector, and it was written as a training companion...
    Disponible

    45,91 €

  • Modern Bayesian Statistics in Clinical Research
    Aeilko H. Zwinderman / Ton J. Cleophas
    The current textbook has been written as a help to medical / health professionals and students for the study of modern Bayesian statistics, where posterior and prior odds have been replaced with posterior and prior likelihood distributions. Why may likelihood distributions better than normal distributions estimate uncertainties of statistical test results? Nobody knows for sure...
    Disponible

    86,78 €

  • Modern Meta-Analysis
    Aeilko H. Zwinderman / Ton J. Cleophas
    Modern meta-analyses do more than combine the effect sizes of a series of similar studies. Meta-analyses are currently increasingly applied for any analysis beyond the primary analysis of studies, and for the analysis of big data. This 26-chapter book was written for nonmathematical professionals of medical and health care, in the first place, but, in addition, for anyone invol...
    Disponible

    148,70 €

  • Understanding Clinical Data Analysis
    Aeilko H. Zwinderman / Ton J. Cleophas
    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. The book is also a must-read to those who tend to submerge in the flood of novel statistical methodologies, as communi...
    Disponible

    148,41 €

  • Clinical Data Analysis on a Pocket Calculator
    Aeilko H. Zwinderman / Ton J. Cleophas
    Inmedical and health care the scientific method is little used, and statisticalsoftware programs are experienced as black box programs producing lots ofp-values, but little answers to scientific questions. The pocket calculatoranalyses appears to be, particularly, appreciated, because they enable medicaland health professionals and students for the first time to understand thes...
    Disponible

    121,30 €

  • Machine Learning in Medicine
    Aeilko H. Zwinderman / Ton J. Cleophas
    Machine learning is concerned with the analysis of large data and multiple variables. It is also often more sensitive than traditional statistical methods to analyze small data. The first and second volumes reviewed subjects like optimal scaling, neural networks, factor analysis, partial least squares, discriminant analysis, canonical analysis, fuzzy modeling, various clusterin...
    Disponible

    66,50 €

  • SPSS for Starters and 2nd Levelers
    Aeilko H. Zwinderman / Ton J. Cleophas
    A unique point of this book is its low threshold, textually simple and at the same time full of self-assessment opportunities. Other unique points are the succinctness of the chapters with 3 to 6 pages, the presence of entire-commands-texts of the statistical methodologies reviewed and the fact that dull scientific texts imposing an unnecessary burden on busy and jaded professi...
    Disponible

    65,76 €

  • Machine Learning in Medicine - a Complete Overview
    Aeilko H. Zwinderman / Ton J. Cleophas
    The current book is the first publication of a complete overview of machine learning methodologies for the medical and health sector. It was written as a training companion and as a must-read, not only for physicians and students, but also for any one involved in the process and progress of health and health care. In eighty chapters eighty different machine learning methodologi...
    Disponible

    120,42 €

  • Machine Learning in Medicine
    Aeilko H. Zwinderman / Ton J. Cleophas
    Machine learning is concerned with the analysis of large data and multiple variables. However, it is also often more sensitive than traditional statistical methods to analyze small data. The first volume reviewed subjects like optimal scaling, neural networks, factor analysis, partial least squares, discriminant analysis, canonical analysis, and fuzzy modeling. This second volu...
    Disponible

    66,50 €

  • Machine Learning in Medicine
    Aeilko H. Zwinderman / Ton J. Cleophas
    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 s...
    Disponible

    66,32 €

  • Machine Learning in Medicine - Cookbook Three
    Aeilko H. Zwinderman / Aeilko HZwinderman / Ton J. Cleophas / Ton JCleophas
    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.2. Each chapter of the book can be studied with...
    Disponible

    66,98 €

  • SPSS for Starters
    Aeilko H. Zwinderman / Ton J. Cleophas
    This small book addresses different kinds of datafiles, as commonly encountered in clinical research, and their data-analysis on SPSS Software. Some 15 years ago serious statistical analyses were conducted by specialist statisticians using ma- frame computers. Nowadays, there is ready access to statistical computing using personal computers or laptops, and this practice has cha...
    Disponible

    134,48 €

  • Machine Learning in Medicine - Cookbook Two
    Aeilko H. Zwinderman / Aeilko HZwinderman / Ton J. Cleophas / Ton JCleophas
    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. Cons...
    Disponible

    66,94 €

  • Machine Learning in Medicine - Cookbook Two
    Aeilko H. Zwinderman / Ton J. Cleophas
    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. Cons...
    Disponible

    48,50 €

  • Machine Learning in Medicine - Cookbook
    Aeilko H. Zwinderman / Aeilko HZwinderman / Ton J. Cleophas / Ton JCleophas
    The amount of data in medical databases doubles every 20 months, and physicians are at a loss to analyze them. Also, traditional methods of data analysis have 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...
    Disponible

    66,94 €

  • Machine Learning in Medicine - Cookbook
    Aeilko H. Zwinderman / Ton J. Cleophas
    The amount of data in medical databases doubles every 20 months, and physicians are at a loss to analyze them. Also, traditional methods of data analysis have 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...
    Disponible

    48,50 €

  • SPSS for Starters, Part 2
    Aeilko H. Zwinderman / Ton J. Cleophas
    The first part of this title contained all statistical tests that are relevant for starters on SPSS, and included standard parametric and non-parametric tests for continuous and binary variables, regression methods, trend tests, and reliability and validity assessments of diagnostic tests. The current part 2 of this title reviews multistep methods, multivariate models, assessme...
    Disponible

    48,67 €

  • SPSS for Starters, Part 2
    Aeilko H. Zwinderman / Aeilko HZwinderman / Ton J. Cleophas / Ton JCleophas
    The first part of this title contained all statistical tests that are relevant for starters on SPSS, and included standard parametric and non-parametric tests for continuous and binary variables, regression methods, trend tests, and reliability and validity assessments of diagnostic tests. The current part 2 of this title reviews multistep methods, multivariate models, assessme...
    Disponible

    60,92 €

  • Statistical Analysis of Clinical Data on a Pocket Calculator, Part 2
    Aeilko H. Zwinderman / Aeilko HZwinderman / Ton J. Cleophas / Ton JCleophas
    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 ...
    Disponible

    60,69 €