عنوان

Statistics is easy

شابک

9781608455713 (electronic bk.)

کد کشور

IR

شماره

EN-53976

زبان متن نوشتاري يا گفتاري و مانند آن

انگلیسی

کشور محل نشر

IR

عنوان اصلي

Statistics is easy

نام عام مواد

[Book]

نام نخستين پديدآور

/ Dennis Shasha, Manda Wilson

وضعيت ويراست

2nd ed.

محل نشرو پخش و غیره

San Rafael, Calif. (1537 Fourth Street, San Rafael, CA 94901 USA)

نام ناشر، پخش کننده و غيره

: Morgan & Claypool Publishers,

تاریخ نشرو بخش و غیره

, c2011.

نام خاص و کميت اثر

1 electronic text (xii, 162 p. ill.) , digital file.

عنوان فروست

(Synthesis lectures on mathematics and statistics,1938-1751

مشخصه جلد

; 8)

متن يادداشت

Part of: Synthesis digital library of engineering and computer science.

متن يادداشت

Title from PDF t.p. (viewed on October 13, 2010).

متن يادداشت

Series from website.

متن يادداشت

Electronic

متن يادداشت

Includes bibliographical references (p. 75-76).

متن يادداشت

Statistics is the activity of inferring results about a population given a sample. Historically, statistics books assume an underlying distribution to the data (typically, the normal distribution) and derive results under that assumption. Unfortunately, in real life, one cannot normally be sure of the underlying distribution. For that reason, this book presents a distribution-independent approach to statistics based on a simple computational counting idea called resampling. This book explains the basic concepts of resampling, then systematically presents the standard statistical measures along with programs (in the language Python) to calculate them using resampling, and finally illustrates the use of the measures and programs in a case study. The text uses junior high school algebra and many examples to explain the concepts. The ideal reader has mastered at least elementary mathematics, likes to think procedurally, and is comfortable with computers.

متن يادداشت

References -- Bias corrected confidence intervals -- Appendix B.

متن يادداشت

5. Case study: New Mexico's 2004 presidential ballots -- 5.1. Take a close look at the data -- What questions do we want to ask -- How do we attempt to answer this question -- Next: effect of ethnicity for each machine type -- We have used the following techniques -- What did we find out? --

متن يادداشت

4. The essential stats -- 4.1. Mean -- Why and when -- Calculate -- Example -- Pseudocode & code -- 4.2. Difference between two means -- Why and when -- Calculate -- Example -- Pseudocode & code -- 4.3. Chi-squared -- Why and when -- Calculate with example -- Pseudocode & code -- Calculate with example for multiple variables -- Pseudocode & code -- 4.4. Fisher's exact test -- Why and when -- Calculate with example -- Pseudocode & code -- 4.5. One-way ANOVA -- Why and when -- Calculate with example -- Statistics is easy -- Pseudocode & code -- 4.6. Multi-way ANOVA -- Why and when -- Calculate with example -- Pseudocode & code -- 4.7. Linear regression -- Why and when -- Calculate with example -- Pseudocode & code -- 4.8. Linear correlation -- Why and when -- Calculate & example -- Pseudocode & code -- 4.9. Multiple regression -- 4.10. Multiple testing -- Why and when -- Family wise error rate -- False discovery rate --

متن يادداشت

3. Terminology --

متن يادداشت

2. Pragmatic considerations when using resampling --

متن يادداشت

1. The basic idea --

عنوان

Synthesis lectures on mathematics and statistics,1938-1751

شماره جلد

8

عنوان گونه گون

Synthesis digital library of engineering and computer science

موضوع مستند نشده

Nonparametric statistics

موضوع مستند نشده

Resampling (Statistics)

شماره رده

مستند نام اشخاص تاييد نشده

Shasha, Dennis Elliott.

مستند نام اشخاص تاييد نشده

Wilson, Manda

کشور

ایران

نام ميزبان

9781608455706.pdf

شماره دسترسي

عادی

اطلاعات مختصر

عادی

تاريخ و ساعت مذاکره و دسترسي

9781608455706.pdf

نوع فرمت الکترونيکي

متن

وضعیت فهرست نویسی

old catalog

فرمت انتشار

e

نوع ماده

BL

پیشوند ISBD اعمال شده است

1

سطح دسترسي

a

تكميل شده

Y