| 000 | 00000nam u2200205 a 4500 | |
| 001 | 000046218851 | |
| 005 | 20260311083905 | |
| 008 | 260303s2026 fluad b 001 0 eng d | |
| 020 | ▼a 9781041003939 (hbk) | |
| 020 | ▼a 9781041003908 (pbk) | |
| 020 | ▼z 9781003609605 (ebk) | |
| 040 | ▼a 211009 ▼c 211009 ▼d 211009 | |
| 082 | 0 4 | ▼a 001.422 ▼2 23 |
| 084 | ▼a 001.422 ▼2 DDCK | |
| 090 | ▼a 001.422 ▼b G377e | |
| 100 | 1 | ▼a Gerow, Ken G. ▼q (Ken Gordon), ▼e author. |
| 245 | 1 0 | ▼a Essentials of statistics for research / ▼c Ken Gerow and Jorge A. Navarro Alberto. |
| 260 | ▼a Boca Raton, FL : ▼b CRC Press, ▼c 2026. | |
| 300 | ▼a xv, 209 p. : ▼b ill., charts ; ▼c 25 cm. | |
| 490 | 1 | ▼a A Chapman & Hall book |
| 504 | ▼a Includes bibliographical references and index. | |
| 650 | 0 | ▼a Research ▼x Statistical methods. |
| 650 | 0 | ▼a Statistics. |
| 700 | 1 | ▼a Navarro Alberto, Jorge A., ▼d 1963-, ▼e author. ▼0 AUTH(211009)168782. |
| 830 | 0 | ▼a Chapman and Hall book. |
| 945 | ▼a ITMT |
소장정보
| No. | 소장처 | 청구기호 | 등록번호 | 도서상태 | 반납예정일 | 예약 | 서비스 |
|---|---|---|---|---|---|---|---|
| No. 1 | 소장처 중앙도서관/서고6층/ | 청구기호 001.422 G377e | 등록번호 111920677 | 도서상태 대출가능 | 반납예정일 | 예약 | 서비스 |
컨텐츠정보
책소개
Essentials of Statistics for Researchers offers a working introduction to essential statistical methods through an accessible conceptual approach without excessive mathematical details. The book emphasizes the importance of good judgment when choosing analysis approaches and illustrates the statistical analysis process through numerous examples. At its core, this text demonstrates how analysis should serve the science and illuminate the stories contained within data.
Key Features:
- Provides conceptual foundations of a practitioner's statistical toolkit, focusing on the
- role of Normality, hypothesis tests, and confidence intervals
- Presents regression methods as core analytical tools while also covering t-based methods for comparing means among groups
- Demonstrates how logarithmic transformations capture relativity in relationships (such as exponential increase) rather than simply meeting statistical assumptions
- Includes over 100 graphs and visual representations to enhance understanding of statistical concepts
- Written in an engaging first-person voice that positions the authors as fellow learners alongside the reader
- Emphasizes stories, examples, and practical applications over abstract theory
- Datasets can be downloaded from the supplementary website
This book is designed for researchers across a broad range of disciplines, from graduate students beginning their research journey to experienced professionals seeking a refresher on statistical methods. The accessible approach makes it particularly valuable for those who need to understand and apply statistical concepts without getting lost in mathematical complexity. Readers will gain practical knowledge they can immediately apply to their own research questions and data analysis challenges.?
Offers a working introduction to essential statistical methods that uses an accessible conceptual understanding without excessive mathematical details, emphasizes role of good judgment when choosing analysis approaches - analysis should serve the science, shed light on the story contained in the data.
정보제공 :
목차
1.?Introduction.?2.?Data Concepts.?3.?The Statistical Law of Gravity (a.k.a the Central Limit Theorem).?4.?Using the data: Introducing Hypothesis Tests and Confidence Intervals.?5.?How Confidence Intervals and tests play well together (or not).?6.?Introduction to Simple Linear Regression.?7.?Regression by the Numbers: Making Sense of and Using the Output.?8.?Background Reading and a Few New Ideas.?9.?The Use of Logarithms in Regression Models.?10.?Introduction to Multiple Regression.?11.?Multiple Regression Examples.?12.?Two Essays on Multiple Regression.?13.??Introduction to Logistic Regression.?14.??One and Two Sample Methods for Means and Proportions.?15.??Relative Inference for Means From Two Samples: Introducing the Bootstrap.?16.??A Brief Introduction to ANOVA.?17.??Response Feature Analyses for Repeated Measures Data.?18.??Epilogue.?
정보제공 :