SPSS Statistics for Data Analysis and Visualization
暫譯: SPSS 統計學:數據分析與視覺化
Keith McCormick, Jesus Salcedo
- 出版商: Wiley
- 出版日期: 2017-05-01
- 定價: $1,650
- 售價: 8.0 折 $1,320
- 語言: 英文
- 頁數: 528
- 裝訂: Paperback
- ISBN: 1119003555
- ISBN-13: 9781119003557
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相關分類:
SPSS、Data Science、機率統計學 Probability-and-statistics
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商品描述
SPSS Statistics for Data Analysis and Visualization goes beyond the basics of SPSS Statistics to show you advanced techniques that exploit the full capabilities of SPSS. The authors explain when and why to use each technique, and then walk you through the execution with a pragmatic, nuts and bolts example. Coverage includes extensive, in-depth discussion of advanced statistical techniques, data visualization, predictive analytics, and SPSS programming, including automation and integration with other languages like R and Python. You'll learn the best methods to power through an analysis, with more efficient, elegant, and accurate code.
IBM SPSS Statistics is complex: true mastery requires a deep understanding of statistical theory, the user interface, and programming. Most users don't encounter all of the methods SPSS offers, leaving many little-known modules undiscovered. This book walks you through tools you may have never noticed, and shows you how they can be used to streamline your workflow and enable you to produce more accurate results.
- Conduct a more efficient and accurate analysis
- Display complex relationships and create better visualizations
- Model complex interactions and master predictive analytics
- Integrate R and Python with SPSS Statistics for more efficient, more powerful code
These "hidden tools" can help you produce charts that simply wouldn't be possible any other way, and the support for other programming languages gives you better options for solving complex problems. If you're ready to take advantage of everything this powerful software package has to offer, SPSS Statistics for Data Analysis and Visualization is the expert-led training you need.
商品描述(中文翻譯)
深入探索 SPSS Statistics,以進行更高效、準確且複雜的數據分析和可視化
SPSS Statistics for Data Analysis and Visualization 超越了 SPSS Statistics 的基本知識,展示了利用 SPSS 全面功能的進階技術。作者解釋了每種技術的使用時機和原因,並通過實用的範例逐步引導您執行。內容涵蓋了進階統計技術、數據可視化、預測分析和 SPSS 編程的廣泛深入討論,包括自動化和與 R 和 Python 等其他語言的整合。您將學習到最佳方法,以更高效、優雅和準確的代碼進行分析。
IBM SPSS Statistics 是一個複雜的工具:真正的精通需要對統計理論、用戶界面和編程有深入的理解。大多數用戶並未接觸到 SPSS 提供的所有方法,導致許多鮮為人知的模組未被發現。本書將引導您使用可能從未注意到的工具,並展示如何利用這些工具來簡化工作流程,從而產生更準確的結果。
- 進行更高效且準確的分析
- 顯示複雜的關係並創建更好的可視化
- 建模複雜的互動並掌握預測分析
- 將 R 和 Python 與 SPSS Statistics 整合,以獲得更高效、更強大的代碼
這些「隱藏工具」可以幫助您生成其他方式無法實現的圖表,對其他編程語言的支持為解決複雜問題提供了更好的選擇。如果您準備好充分利用這個強大軟體包所提供的一切,SPSS Statistics for Data Analysis and Visualization 是您所需的專家指導訓練。