SPSS Statistics for Data Analysis and Visualization

Keith McCormick, Jesus Salcedo

商品描述

Dive deeper into SPSS Statistics for more efficient, accurate, and sophisticated data analysis and visualization

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統計軟體,以進行更高效、準確和複雜的資料分析和視覺化。

《SPSS統計軟體資料分析與視覺化》超越SPSS統計軟體的基礎知識,展示了利用SPSS的全部功能進行高級技術的方法。作者解釋了何時以及為什麼要使用每種技術,然後通過實際的例子逐步引導您執行。內容包括對高級統計技術、資料視覺化、預測分析和SPSS編程的廣泛深入討論,包括自動化和與其他語言(如R和Python)的整合。您將學習到更高效、優雅和準確的編碼,以便更好地進行分析。

IBM SPSS統計軟體非常複雜:真正的掌握需要對統計理論、用戶界面和編程有深入的理解。大多數使用者並不會遇到SPSS提供的所有方法,因此許多鮮為人知的模塊被忽視。本書將引導您使用可能從未注意到的工具,並展示它們如何用於簡化工作流程,並產生更準確的結果。


  • 進行更高效和準確的分析

  • 顯示複雜關係並創建更好的視覺化效果

  • 建模複雜互動並掌握預測分析

  • 將R和Python與SPSS統計軟體整合,以獲得更高效、更強大的編碼

這些「隱藏的工具」可以幫助您製作其他方式無法實現的圖表,而對其他編程語言的支援則為解決複雜問題提供了更多選擇。如果您準備充分利用這個強大的軟體包所提供的一切,那麼《SPSS統計軟體資料分析與視覺化》將是您所需的專家指導。