Statistics for Agricultural sciences / (Record no. 8963)
| 000 -LEADER | |
|---|---|
| fixed length control field | 11767nam a22001817a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20210430115559.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 210429b ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 978-81-7800-141-8 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | e-book (NRM) |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Rao, G. N. |
| 245 ## - TITLE STATEMENT | |
| Title | Statistics for Agricultural sciences / |
| Statement of responsibility, etc | G. Nageswara Rao |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2nd |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | Hyderabad : |
| Name of publisher, distributor, etc | BS Publications, |
| Date of publication, distribution, etc | 2012. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 486 p. : |
| Other physical details | ill. ; |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references and index. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Contents<br/>Preface to Second Edition ....................................................... (vii)<br/>Preface to First Edition ............................................................. (ix)<br/>Acknowledgements ..................................................................... (xi)<br/>PART I<br/>STATISTICAL METHODS<br/>Introduction ................................................................... 3<br/>2 Collection, Classficiation and Tabulation of Data .......... 5<br/>2.1 Collection of Data .................................................. 5<br/>2.2 Classification of Data ............................................. 6<br/>2.3 Tabulation of Data ................................................. 7<br/>3 Frequency Distribution ................................................. 10<br/>3.1 Frequency Distribution ........................................ to<br/>3.2 Diagrammatic Representation ......... ...... ....... .... .... 12<br/>3.3 Graphic Representation ....................................... 17<br/>4 Measures of Location .................................................. 26<br/>4.1 Arithmetic Mean .................................................. 26<br/>4.2 Median ................................................................. 29<br/>4.3 Mode .................................................................... 31<br/>4.4 Geometric Mean .................................................. 32<br/>4.5 Harmonic Mean ................................................... 33<br/>5 Measures of Dispersion ............................................... 38<br/>5.1 Range ................................................................... 38<br/>5.2 Quartile Deviation ................................................ 38<br/>5.3 Mean Deviation .................................................... 40<br/>5.4 Standards Deviation ............................................. 42<br/>5.5 Coefficient ofYariation ........................................ 44<br/>(xiv) Contents<br/>5.6 Statistical Population ............................................ 44<br/>5.7 Sample .................................................................. 45<br/>6. Moments, SKewness and Kurtosis .............................. 49<br/>6.1 Moments ............................................................... 49<br/>6.2 Skewness ............................................................. 49<br/>6.3 Kurtosis ................................................................ 52<br/>7. Elementary Probability .................................................. 57<br/>7.1 Definition of Probability ....................................... 57<br/>7.2 Mutually Exclusive Events ................................... 58<br/>7.3 Mutually Independent Events ............................... 59<br/>7.4 Dependent Events ................................................ 60<br/>7.5 Sub-populations ................................................... 62<br/>7.6 Probability Based on Binomial Distribution .......... 62<br/>8. Binomial and Poisson Distributions .............................. 67<br/>8.1 Binomial Distribution ............................................ 67<br/>8.2 Properties of Binomial Distribution ...................... 68<br/>8.3 Fitting of the Binomial Distribution ...................... 69<br/>8.4 Poisson Distribution ............................................. 70<br/>8.5 Properties of Poisson Distribution ....................... 71<br/>8.6 Fitting of the Poisson Distribution ....................... 71<br/>9. Normal Distribution ...................................................... 75<br/>9.1 Standard Normal Distribution .............................. 76<br/>9.2 Frequency Function ............................................. 77<br/>9.3 Properties of Normal Distribution ....................... 78<br/>9.4 Distribution Function ........................................... 78<br/>9.5 Fitting of the Normal Distribution ....................... 80<br/>10. Tests of Hypotesis ........................................................ 85<br/>10.1 Introduction ......................................................... 85<br/>10.2 One Sample Test .................................................. 87<br/>10.3 Two Sample Test ................................................. 90<br/>(xv) Contents<br/>10.4 Student's t-distribution ......................................... 90<br/>10.5 One sample t-test ................................................. 93<br/>10.6 Two Sample t-test ................................................ 94<br/>10.7 Paired t-test .......................................................... 95<br/>10.8 S.N.D. Test for Proportions ................................ 97<br/>10.9 One-tailed Tests ................................................. 100<br/>II. Chi-Square Distribution .............................................. 107<br/>11.1 Chi-Square Distribution ...................................... 107<br/>11.2 Properties ............... ................... ........ ......... ........ 108<br/>11.3 Ch-square Test of Goodness of Fit ................... 108<br/>11.4 2 x 2 Contingency Table .................................... 109<br/>11.5 r 'X s Contigency Table ........................................ 113<br/>I \.6 Chi-square Test for Genetic Problems ............... 114<br/>11.7 Chi-square Test for Linkage Problems ............... 117<br/>12. Correlation and Regression ........................................ 123<br/>12. I Correlation .......................................................... 123<br/>12.2 Test of Significance of<br/>Simple Correlation Coefficient ........................... 125<br/>J 2.3 Fisher's Z-transformation .................................. 127<br/>J 2.4 Rank Correlation ................................................ 129<br/>12.5 Coefficient of Contigency .................................. 131<br/>12.6 Correlation of Attributes ..................................... 131<br/>12.7 Regression .......................................................... 131<br/>12.8 Regression VS. Correlation ................................. 136<br/>13. Multiple Regression and Correlation ........................... 142<br/>13.1 Introduction ....................................................... 142<br/>13.2 Multiple Linear Regression Based on<br/>Two Independent Variables ................................ 142<br/>13.3 Partial Correlation ............................................... 147<br/>13.4 Multiple Linear Regression with<br/>more than Two Independent Variables ............... 148<br/>(xvi) Contents<br/>14. D2--Statistics and Discriminant Functions ................. 155<br/>14.1 D2-Statistics ....................................................... 155<br/>14.2 Discriminant Functions ...................................... 159<br/>15. Introduction to Probit Analysis ................................... 163<br/>15.1 Introduction ....................................................... 163<br/>15.2 Analysis of Biological Data ................................ 164<br/>15.3 Maximum Likelihood Method ............................ 169<br/>15.4 Application to Economic Data ........................... 173<br/>PART II<br/>EXPERIMENTAL DESIGNS<br/>16. Experimental Designs ................................................. 179<br/>16.1 Introduction ....................................................... 179<br/>16.2 Uniformity Trial ................................................. 180<br/>16.3 Analysis ofYariance ........................................... 181<br/>16.4 Completely Randomized Design ........................ 182<br/>16.5 Duncan's Multiple Range Test.. ......................... 186<br/>16.6 Transformations ................................................. 187<br/>16.7 Randomized Block Design ................................. 189<br/>16.8 Latin Square Design ........................................... 193<br/>16.9 Cross Over Design ............................................. 199<br/>16.10 Factorial Experiments ........................................ 20 I<br/>16.11 Spl it-plot Design ................................................. 228<br/>16.12 Split-split Plot Design ......................................... 238<br/>16.13 Strip Plot Design ................................................ 239<br/>16.14 Analysis of Covariance ...................................... 241<br/>16.15 Tukey's Test of Additivity,,, .. , ............................ 247<br/>16.16 Random Effects Models .................................... 248<br/>16.17 Mixed Models ..................................................... 251<br/>16.18 Hederson Methods ............................................. 252<br/>16.19 Compact Family Block Design .......................... 260<br/>(xvii) Contents<br/>16.20 Simple Lattice Design ........................................ 262<br/>16.21 Combined Analysis of Experiments ................... 267<br/>16.22 Response Surface .............................................. 270<br/>16.23 Path Coefficients Analysis .................................. 276<br/>16.24 Least Squares Procedure-<br/>Two way Analysis of Variance .......................... 280<br/>PART III<br/>SAMPLE SURVEYS, ECONOMIC<br/>AND NON-PARAMETRIC STATISTICS<br/>17. Sampling Methods ...................................................... 293<br/>17.1 Introduction ....................................................... 293<br/>17.2 Simple Random Sampling .................................. 293<br/>17.3 Stratified Random Sampling .............................. 298<br/>17.4 Cluster Sampling ................................................ 303<br/>17.5 Two-stage Sampling .......................................... 310<br/>17.6 Systematic Sampling .......................................... 314<br/>17.7 Non-Sampling Errors ......................................... 315<br/>17.8 Tolerances in the Testing of Seeds .................... 316<br/>18. Economic Statistics .................................................... 321<br/>18.1 Introduction ....................................................... 321<br/>18.2 Analysis of Time-Series Data ............................ 321<br/>18.3 Index Numbers .................................................. 338<br/>18.4 Interpolation ....................................................... 347<br/>19. Non-parametric Statistics ........................................... 353<br/>19.1 Introduction ....................................................... 353<br/>19.2 Parametric vs Non-parametric Tests ................. 355<br/>19.3 One-samples Tests ............................................ 355<br/>19.4 Two Related Sample Tests ................................. 363<br/>19.5 Tests for Two Independent Samples ................. 369<br/>(xviii) Contents<br/>19.6 Tests Based on p Related Samples ..................... 374<br/>19.7 Tests based on p Independent Samples ............. 378<br/>19.8 Coefficient of Concordance ............................... 380<br/>PART IV MULTIVARIATE<br/>STATISTCAL METHODS<br/>20. Multivariate Statistical Methods ................................. 389<br/>20.1 Multivariate Normal Distribution ....................... 389<br/>20.2 Classification by Linear Discriminant Function 402<br/>~0.3 Principal Component Analysis ........................... 407<br/>20.4 Factor Analysis ................................................... 412<br/>20.5 Canonical Correlatons ........................................ 421<br/>References and Bibliography... ................ .. ...................... 427<br/>Appendices ......................................... , ..................... , 431<br/>Index .. . ............................................................. 463 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | |
| Koha item type | E-Book |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Date acquired | Total Checkouts | Full call number | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| College of Natural Resources | College of Natural Resources | 30/04/2021 | e-book (NRM) | 30/04/2021 | 30/04/2021 | E-Book |