Modeling Techniques in Predictive Analytics 2024 pdf epub mobi 电子书


Modeling Techniques in Predictive Analytics

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发表于2024-12-23

Modeling Techniques in Predictive Analytics 2024 pdf epub mobi 电子书

Modeling Techniques in Predictive Analytics 2024 pdf epub mobi 电子书

Modeling Techniques in Predictive Analytics 2024 pdf epub mobi 电子书



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出版者:Pearson FT Press
作者:Thomas W. Miller
出品人:
页数:348
译者:
出版时间:2013-10-10
价格:GBP 63.99
装帧:Hardcover
isbn号码:9780133412932
丛书系列:

图书标签: analytics  statistics  model  数据分析  金融技术   


Modeling Techniques in Predictive Analytics 2024 pdf epub mobi 电子书 图书描述

Today, successful firms compete and win based on analytics. Modeling Techniques in Predictive Analytics brings together all the concepts, techniques, and R code you need to excel in any role involving analytics. Thomas W. Miller's unique balanced approach combines business context and quantitative tools, appealing to managers, analysts, programmers, and students alike. Miller addresses multiple business challenges and business cases, including segmentation, brand positioning, product choice modeling, pricing research, finance, sports, Web and text analytics, and social network analysis. He illuminates the use of cross-sectional data, time series, spatial, and even spatio-temporal data. For each problem, Miller explains why the problem matters, what data is relevant, how to explore your data once you've identified it, and then how to successfully model that data. You'll learn how to model data conceptually, with words and figures; and then how to model it with realistic R programs that deliver actionable insights and knowledge. Miller walks you through model construction, explanatory variable subset selection, and validation, demonstrating best practices for improving out-of-sample predictive performance. He employs data visualization and statistical graphics in exploring data, presenting models, and evaluating performance. All example code is presented in R, today's #1 system for applied statistics, statistical research, and predictive modeling; code is set apart from other text so it's easy to find for those who want it (and easy to skip for those who don't).

Modeling Techniques in Predictive Analytics 2024 pdf epub mobi 电子书

Modeling Techniques in Predictive Analytics 2024 pdf epub mobi 电子书
想要找书就要到 本本书屋
立刻按 ctrl+D收藏本页
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Modeling Techniques in Predictive Analytics 2024 pdf epub mobi 电子书


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