Statistics Book: Find a Level & Theory Equivalent to Stewart Calculus

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Discussion Overview

The discussion revolves around finding a statistics book that matches the level and theoretical depth of Stewart's Calculus. Participants express their experiences and preferences regarding statistics and probability literature.

Discussion Character

  • Debate/contested, Conceptual clarification

Main Points Raised

  • One participant seeks a statistics book equivalent to Stewart's Calculus, expressing dissatisfaction with available options.
  • Another suggests focusing on probability as it underlies statistical theory.
  • A specific book, "A First Course in Probability" by Sheldon Ross, is recommended by a participant who found it clear and engaging, despite its title suggesting a focus on probability.
  • Some participants argue that understanding probability is essential for learning statistics, indicating a connection between the two fields.
  • One participant explicitly states a desire to avoid probability, leading to a challenge about the necessity of probability in learning statistics.

Areas of Agreement / Disagreement

There is disagreement regarding the importance of probability in the study of statistics, with some participants asserting its necessity while others express a desire to focus solely on statistics.

Contextual Notes

Participants have varying definitions and expectations of what constitutes a suitable statistics book, leading to differing opinions on the relevance of probability.

Cyrus
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Is there a good statistics book that is the equivalent of Stewart for Calculus in terms of level and theory?

I am probably going to retake stat in the math department at some point (or not), but want to know if such a book exists. By and large, the stat books I have thumbed through are garbage.
 
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go with a book on probability, that's the theory behind statistics
 
A Primer to Probability
 
Probability? I don't want probability.
 
I took a statistics class last year and we covered a lot of things from really basic stuff to some mind-boggling intense stuff. The textbook that we used for our class was [bold]A First Course in Probability[/bold] by [bold]Sheldon Ross[/bold] (don't mind the name, its actually a book on statistics ). I haven't looked at a lot of statistics books, but I seriously loved this book. Very clear and concise. It is one of those books that you might actually feel like reading.
 
cyrusabdollahi said:
Probability? I don't want probability.

Umm, you expect to learn statistics without learning probability? Statistics IS probability, at least the non-grabage part is.
 

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