UID:
edocfu_9958129839602883
Format:
1 online resource (505 p.)
ISBN:
1-299-46575-7
,
0-323-14787-9
Content:
Computer Programming in Quantitative Biology
Note:
Description based upon print version of record.
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Front Cover; Computer Programming in Quantitative Biology; Copyright Page; Preface; Table of Contents; Chapter 1. Introduction; Chapter 2. Electronic Digital Computers; Number Systems; Computer Structure and Function; Programming Languages; Chapter 3. Synopsis of Fortran Programming; Planning a Program; FORTRAN IV; Running a Program; Chapter 4. Three Simple Statistical Programs; PROGRAM 1: Computation of mean, variance, standard deviation and other statistics of a sample; PROGRAM 2: Correlation and regression; PROGRAM 3: Comparison of means of two samples
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Chapter 5. Sorting, Tabulating and Summarising DataPROGRAM 4: Sorting an array in ascending and/or descending order; PROGRAM 5: Ranking an array of numbers; PROGRAM 6: Tabulation of frequency tables; PROGRAM 7: Construction of two-way contingency tables; PROGRAM 8: Data-summarising Program; PROGRAM 9: Data-summarising Program; PROGRAM 10: Data-summarising Program; PROGRAM 11: Calculation of running means; Chapter 6. Analysis of Variance; PROGRAM 12: Two-factor analysis of variance without replication; PROGRAM 13: Incomplete three-factor analysis of variance (two factors with replication)
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PROGRAM 14: Three factor analysis of variance without replicationPROGRAM 15: Analysis of variance: Latin square design; PROGRAM 16: Analysis of variance: balanced incomplete block design; Chapter 7. Correlation and Regression Analysis; PROGRAM 17: Correlation and regression of data arranged in a grouped frequency table; PROGRAM 18: Regression with tests of significance and linearity by analysis of variance; PROGRAM 19: Comparison of two regression lines by analysis of variance; PROGRAM 20: Autocorrelations in time-series; PROGRAM 21: Cross-correlations in time-series
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PROGRAM 22: Best-fit linear functional relationship between two variables, each subject to errorChapter 8. Matrix Methods; PROGRAM 23: Dispersion and correlation matrices; Chapter 9. Further Matrix Methods; Determinants; Matrix Inversion; PROGRAM 25: Matrix inversion; Latent Roots and Vectors; PROGRAM 26: Latent roots and vectors of a real symmetric matrix; PROGRAM 27: Latent roots and vectors of a real non-symmetric matrix; Chapter 10. Multiple Regression and Multivariate Analysis; PROGRAM 28: Multiple linear regression analysis
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PROGRAM 29: Hotelling's T2 and discriminant function for two groupsPROGRAM 30: Principal component analysis; PROGRAM 31: Multiple discriminant analysis; Chapter 11. Nonparametric Statistics; PROGRAM 32: Chi-squared test of association in two-way contingency tables; PROGRAM 33: Chi-squared test for goodness of; PROGRAM 34: Spearman's rank correlation coefficient; PROGRAM 35: Wilcoxon's signed ranks test; PROGRAM 36: Mann-Whitney test for two independent samples; PROGRAM 37: Kruskal-Wallis test for several independent samples; Chapter 12. Fitting Theoretical Distributions to Data
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PROGRAM 38: Fitting a normal distribution and testing goodness of fit
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English
Additional Edition:
ISBN 0-12-206250-7
Language:
English
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