Multivariate Methods and Forecasting with Ibm(r) Spss(r) Statistics
暫譯: IBM(r) SPSS(r) 統計的多變量方法與預測
Aljandali, Abdulkader
- 出版商: Springer
- 出版日期: 2018-08-10
- 售價: $2,470
- 貴賓價: 9.5 折 $2,347
- 語言: 英文
- 頁數: 178
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3319859226
- ISBN-13: 9783319859224
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相關分類:
SPSS、機率統計學 Probability-and-statistics
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商品描述
This is the second of a two-part guide to quantitative analysis using the IBM SPSS Statistics software package; this volume focuses on multivariate statistical methods and advanced forecasting techniques. More often than not, regression models involve more than one independent variable. For example, forecasting methods are commonly applied to aggregates such as inflation rates, unemployment, exchange rates, etc., that have complex relationships with determining variables. This book introduces multivariate regression models and provides examples to help understand theory underpinning the model. The book presents the fundamentals of multivariate regression and then moves on to examine several related techniques that have application in business-orientated fields such as logistic and multinomial regression. Forecasting tools such as the Box-Jenkins approach to time series modeling are introduced, as well as exponential smoothing and na ve techniques. This part also covers hot topics such as Factor Analysis, Discriminant Analysis and Multidimensional Scaling (MDS).
商品描述(中文翻譯)
這是使用 IBM SPSS Statistics 軟體包進行定量分析的兩部分指南中的第二部分;本卷專注於多變量統計方法和高級預測技術。回歸模型通常涉及多個自變量。例如,預測方法通常應用於通脹率、失業率、匯率等聚合數據,這些數據與決定變量之間存在複雜的關係。本書介紹了多變量回歸模型,並提供範例以幫助理解模型背後的理論。本書首先介紹多變量回歸的基本原理,然後探討幾種在商業導向領域中應用的相關技術,如邏輯回歸和多項式回歸。預測工具如 Box-Jenkins 時間序列建模方法也被介紹,還有指數平滑法和簡單技術。本部分還涵蓋了熱門主題,如因子分析、判別分析和多維尺度分析 (MDS)。
作者簡介
Abdulkader Aljandali, Ph.D., is Senior Lecturer at Regent's University London. He currently leads the Business Forecasting and the Quantitative Finance module at Regent's in addition to acting as a Visiting Professor for various universities across the UK, Germany and Morocco. Dr Aljandali is an established member of the Higher Education Academy (HEA) and an active member of the British Accounting and Finance Association (BAFA).
作者簡介(中文翻譯)
阿卜杜卡德·阿爾詹達利(Abdulkader Aljandali),博士,是倫敦攝政大學的高級講師。他目前負責攝政大學的商業預測和定量金融模組,並擔任英國、德國和摩洛哥多所大學的客座教授。阿爾詹達利博士是高等教育學院(Higher Education Academy, HEA)的成員,並且是英國會計與金融協會(British Accounting and Finance Association, BAFA)的活躍成員。