Statistics 61

统计学习是机器学习的重要分支，本书兼顾了数学上的理论和代码实践，内容主要包括基础知识和统计学习模型。第1章、第2章结合VC维介绍过拟合的本质，并介绍手动特征选择的办法；第3章、第4章从最简单的线性模型出发……続きを見る

Reale Sachverhalte statistisch zu erschließen und zu analysieren ist eine hohe Kunst. Das Programmpaket SPSS ist dafür ein mächtiges Werkzeug. In diesem Buch lernen Sie anhand zahlreicher Beispiele,……続きを見る

透過逐一解開豐富練習題 了解統計學內容的入門書！ 還能學習以Excel處理統計資料的基礎知識！ 　　在當今社會之中，不管工作內容是文書還是技術類， 　　都經常需要運用統計處理目標數據以獲得結論。 　　在取得數……続きを見る

This book describes how to establish data science and analytics capabilities in organisations using Emergent Design, an evolutionary approach that increases the chances of successful outcomes while ……続きを見る

The burgeoning field of data science has provided a wealth of techniques for analysing large and complex geospatial datasets, including descriptive, explanatory, and predictive analytics. However, a……続きを見る

Data Science trägt wesentlich zu einer schnelleren Nutzbarmachung von Markt-, Kunden- und Nutzerdaten bei, inklusive der Analyse von Daten aus Sozialen Netzwerken. Wo früher klassische Statistik für……続きを見る

This book explores Complex System Governance (CSG)ーan emerging field concerned with the design, execution, and evolution of essential functions necessary to ensure continued viability of a system. ……続きを見る

This book presents new computation schemes for the sensitivity of options using the binomial tree and introduces readers to the discrete Malliavin calculus. It also shows that applications of the di……続きを見る

An Introduction to Cochran-Mantel-Haenszel Testing and Nonparametric ANOVA Complete reference for applied statisticians and data analysts that uniquely covers the new statistical methodologies that ……続きを見る

This book explains concepts and techniques for business analytics and demonstrate them on real life applications for managers and practitioners. It illustrates how machine learning and optimization ……続きを見る

This book introduces the fundamentals of research methods and how they apply to the discipline of urban and regional planning. Written at a level appropriate for upper-level undergraduate and beginn……続きを見る

This book discusses the payout phase of the old-age pension saving scheme, the so-called effective premium, and offers detailed actuarial models and analyses of five old-age pension saving products ……続きを見る

Seasonality in economic time series can "obscure" movements of other components in a series that are operationally more important for economic and econometric analyses. In practice, one often prefer……続きを見る

This book collects select contributions presented at the International Conference on Importance of Statistics in Global Emerging (ISGES 2020) held at the Department of Mathematics and Statistics, Un……続きを見る

This publication shares the findings of a study to identify better ways of estimating the impact of development assistance on job creation. The study used input–output and computable general equilib……続きを見る

Deep Learning Approach for Natural Language Processing, Speech, and Computer Vision provides an overview of general deep learning methodology and its applications of natural language processing (NLP……続きを見る

A suíte de escritório LibreOffice vem conquistando um número crescente de usuários, como alternativa livre e gratuita ao caro similar da Microsoft e à pirataria. Compatível com o MSOffice, a suíte f……続きを見る

Based on the syllabus of the actuarial profession courses on general insurance pricing – with additional material inspired by the author’s own experience as a practitioner and lecturer – Pricing in ……続きを見る

This book focuses on economic inequality, its measurement, and its relationship with economic growth and development. The current literature uses multiple points of view, ranging from ethical, legal……続きを見る

Unlock the mysteries of statistics with this guide to the key concepts and definitions. From famous statisticians to theories and software tools, this book provides a clear and accessible reference ……続きを見る

Information is very important for businesses. Businesses that use information correctly are successful while those that don’t, decline. Social media is an important source of data. This data brings ……続きを見る

This advanced textbook for business statistics teaches, statistical analyses and research methods utilizing business case studies and financial data with the applications of Excel VBA, Python and R.……続きを見る

Finance students and practitioners may ask: can machines learn everything? Could AI help me? Computing students or practitioners may ask: which of my skills could contribute to finance? Where in fin……続きを見る

This enhanced version includes video content to provide a greater understanding of the text. This consists of five videos by the author explaining topics including conditional formatting, combining ……続きを見る

This book presents a selection of peer-reviewed contributions on the latest developments in time series analysis and forecasting, presented at the 7th International Conference on Time Series and For……続きを見る

A start-to-finish guide for realistically measuring cybersecurity risk In the newly revised How to Measure Anything in Cybersecurity Risk, Second Edition, a pioneering information security professio……続きを見る

#MRNotes is a collection of T.S. Lim's personal opinion. The notes have been based on his direct observations in the real world, from his interactions with clients, prospects, or colleagues, from re……続きを見る

This comprehensive book is an introduction to multilevel Bayesian models in R using brms and the Stan programming language. Featuring a series of fully worked analyses of repeated measures data, the……続きを見る

Are you intimidated by statistics? Do you struggle to make sense of the numbers and data that are so prevalent in today's world? If so, you're not alone. Statistics can be a challenging and complex ……続きを見る

This treatise delves into the latest advancements in stochastic volatility models, highlighting the utilization of Markov chain Monte Carlo simulations for estimating model parameters and forecastin……続きを見る