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1 - 12 de 12 resultados para “s ejaz ahmed”
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  • Penalty, Shrinkage and Pretest Strategies

    Variable Selection and Estimation

    de S. Ejaz Ahmed ...
    Series series Mathematics and Statistics (R0)
    The objective of this book is to compare the statistical properties of penalty and non-penalty estimation strategies for some popular models. Specifically, it considers the full model, submodel, penalty, pretest and shrinkage estimation techniques for three regression models before presenting the asymptotic properties of the non-penalty estimators and their asymptotic distributional efficiency ... Leer más

    $49.99 USD

  • Matrices, Statistics and Big Data

    Selected Contributions from IWMS 2016

    Edición de S. Ejaz Ahmed, Francisco Carvalho, Simo Puntanen ...
    Series series Springer Nature Proceedings excluding Computer Science
    This volume features selected, refereed papers on various aspects of statistics, matrix theory and its applications to statistics, as well as related numerical linear algebra topics and numerical solution methods, which are relevant for problems arising in statistics and in big data. The contributions were originally presented at the 25th International Workshop on Matrices and Statistics (IWMS ... Leer más

    $89.09 USD

  • Big and Complex Data Analysis

    Methodologies and Applications

    Edición de S. Ejaz Ahmed ...
    Series series Mathematics and Statistics (R0)
    This volume conveys some of the surprises, puzzles and success stories in high-dimensional and complex data analysis and related fields. Its peer-reviewed contributions showcase recent advances in variable selection, estimation and prediction strategies for a host of useful models, as well as essential new developments in the field.The continued and rapid advancement of modern technology now ... Leer más

    $80.99 USD

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  • Doing Data Science

    Straight Talk from the Frontline

    de Cathy O'Neil, Rachel Schutt ...
    Now that people are aware that data can make the difference in an election or a business model, data science as an occupation is gaining ground. But how can you get started working in a wide-ranging, interdisciplinary field that’s so clouded in hype? This insightful book, based on Columbia University’s Introduction to Data Science class, tells you what you need to know.In many of these chapter ... Leer más

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  • Analysis of Large and Complex Data

    Edición de Adalbert F.X. Wilhelm, Hans A. Kestler ...
    Series series Springer Nature Proceedings excluding Computer Science
    This book offers a snapshot of the state-of-the-art in classification at the interface between statistics, computer science and application fields. The contributions span a broad spectrum, from theoretical developments to practical applications; they all share a strong computational component. The topics addressed are from the following fields: Statistics and Data Analysis; Machine Learning and ... Leer más

    $152.99 USD

  • New Developments in Statistical Modeling, Inference and Application

    Selected Papers from the 2014 ICSA/KISS Joint Applied Statistics Symposium in Portland, OR

    Edición de Zhezhen Jin, Mengling Liu, Xiaolong Luo ...
    Series series Springer Nature Proceedings excluding Computer Science
    The papers in this volume represent the most timely and advanced contributions to the 2014 Joint Applied Statistics Symposium of the International Chinese Statistical Association (ICSA) and the Korean International Statistical Society (KISS), held in Portland, Oregon. The contributions cover new developments in statistical modeling and clinical research: including model development, model checking ... Leer más

    $143.99 USD

  • An Introduction to Statistical Learning

    with Applications in R

    de Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani ...
    Series series Mathematics and Statistics (R0)
    An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance to marketing to astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant ... Leer más

    $62.99 USD

  • Python for Probability, Statistics, and Machine Learning

    de José Unpingco ...
    Series series Engineering (R0)
    This book, fully updated for Python version 3.6+, covers the key ideas that link probability, statistics, and machine learning illustrated using Python modules in these areas. All the figures and numerical results are reproducible using the Python codes provided. The author develops key intuitions in machine learning by working meaningful examples using multiple analytical methods and Python codes ... Leer más

    $107.99 USD

  • Regression Modeling Strategies

    With Applications to Linear Models, Logistic and Ordinal Regression, and Survival Analysis

    de Frank E. Harrell , Jr. ...
    Series series Mathematics and Statistics (R0)
    This highly anticipated second edition features new chapters and sections, 225 new references, and comprehensive R software. In keeping with the previous edition, this book is about the art and science of data analysis and predictive modelling, which entails choosing and using multiple tools. Instead of presenting isolated techniques, this text emphasises problem solving strategies that address ... Leer más

    $98.09 USD

  • The R Software

    Fundamentals of Programming and Statistical Analysis

    de Pierre Lafaye de Micheaux, Rémy Drouilhet, Benoit Liquet ...
    Series series Mathematics and Statistics (R0)
    The contents of The R Software are presented so as to be both comprehensive and easy for the reader to use. Besides its application as a self-learning text, this book can support lectures on R at any level from beginner to advanced. This book can serve as a textbook on R for beginners as well as more advanced users, working on Windows, MacOs or Linux OSes. The first part of the book deals with the ... Leer más

    $179.99 USD

  • Statistical Analysis of Network Data with R

    de Eric D. Kolaczyk, Gábor Csárdi ...
    Series series Mathematics and Statistics (R0)
    Networks have permeated everyday life through everyday realities like the Internet, social networks, and viral marketing. As such, network analysis is an important growth area in the quantitative sciences, with roots in social network analysis going back to the 1930s and graph theory going back centuries. Measurement and analysis are integral components of network research. As a result, ... Leer más

    $71.99 USD

  • Survival Analysis Using SAS

    A Practical Guide, Second Edition

    de Paul D. Allison ...
    Easy to read and comprehensive, Survival Analysis Using SAS: A Practical Guide, Second Edition, by Paul D. Allison, is an accessible, data-based introduction to methods of survival analysis. Researchers who want to analyze survival data with SAS will find just what they need with this fully updated new edition that incorporates the many enhancements in SAS procedures for survival analysis in SAS 9 ... Leer más

    $47.99 USD