عنوان

Common errors in statistics (and how to avoid them)

شابک

0471794317

کد کشور

IR

شماره

E-7249

زبان متن نوشتاري يا گفتاري و مانند آن

انگلیسی

کشور محل نشر

IR

عنوان اصلي

Common errors in statistics (and how to avoid them)

نام عام مواد

[Book]

نام نخستين پديدآور

/ Phillip I. Good, James W. Hardin

وضعيت ويراست

2nd ed.

محل نشرو پخش و غیره

Hoboken, N.J.

نام ناشر، پخش کننده و غيره

: Wiley

تاریخ نشرو بخش و غیره

, 2006.

نام خاص و کميت اثر

xi, 254 p. , ill. , 23 cm.

متن يادداشت

Print

متن يادداشت

Includes bibliographical references (p. 223-242) and index.

متن يادداشت

pt. 3.Building a model --10.Univariate regression --Model selection --Estimating coefficients --Further considerations --Summary --To learn more --11.Alternate methods of regression --Linear vs. Nonlinear regression --Least absolute deviation regression --Errors-in-variables regression --Quantile regression --Theecological fallacy --Nonsense regression --Summary --To learn more --12.Multivariable regression --Caveats --Factor analysis --Generalized linear models --Reporting your results --Aconjecture --Building a successful model --To learn more --13.Validation --Methods of validation --Measures of predictive success --Long-term stability --To learn more --appendix A. Anote on screening regression equations --appendix B.Cross-validation, the jackknife, and the bootstrap : excess error estimation in forward logistic regression --Glossary, grouped by related but distinct terms --Bibliography --Author index--Subject index.

متن يادداشت

pt. 2.Hypothesis testing and estimation --4.Estimation --Prevention --Desirable and not-so-desirable estimators --Interval estimates --Improved results --Summary --To learn more --5.Testing hypotheses : choosing a test statistic --Comparing means of two populations --Comparing variances --Comparing the means of K samples --Higher-order experimental designs --Contingency tables --Inferior tests --Multiple tests --Before you draw conclusions --Summary --To learn more --6.Strengths and limitations of some miscellaneous statistical procedures --Bootstrap --Bayesian methodology --Meta-analysis --Permutation tests --To learn more --7.Reporting your results --Fundamentals --Tables --Standard error --p-values --Confidence intervals --Recognizing and reporting biases --Reporting power --Drawing conclusions --Summary --To learn more --8.Interpreting reports --With a grain of salt --Rates and percentages --Interpreting computer printouts --9.Graphics --Thesoccer data --Five rules for avoiding bad graphics --One rule for correct usage of three-dimensional graphics --One rule for the misunderstood pie chart --Two rules for effective display of subgroup information --Two rules for text elements in graphics --Multidimensional displays --Choosing effective display elements --Choosing graphical displays --Summary --To learn more --

متن يادداشت

Preface --pt. 1.Foundations --1.Sources of error --Prescription --Fundamental concepts --Ad hoc, post hoc hypotheses --2.Hypotheses : the why of your research --Prescription --What is a hypothesis? --How precise must a hypothesis be? --Found data --Null hypothesis --Neyman-Pearson theory --Deduction and induction --Losses --Decisions --To learn more --3.Collecting data --Preparation --Measuring devices --Determining sample size --Fundamental assumptions --Experimental design --Four guidelines --Are experiments really necessary? --To learn more --

موضوع مستند نشده

Statistics

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Good, Phillip I.

مستند نام اشخاص تاييد نشده

Hardin, James W.(James William)

کشور

ایران

وضعیت فهرست نویسی

old catalog

فرمت انتشار

p

نوع ماده

BL

پیشوند ISBD اعمال شده است

1

سطح دسترسي

a

تكميل شده

Y