REPEATED MEASUREMENT OF VARIANCE ANALYSIS PROCEDURES IN AGRICULTURAL RESEARCH THROUGH SPSS 16.0 VERSION

Volume 8, Issue 1, February 2023     |     PP. 27-44      |     PDF (657 K)    |     Pub. Date: February 8, 2023
DOI: 10.54647/agriculture210316    87 Downloads     151446 Views  

Author(s)

Suaib Suaib, Plant Breeding Department Fakultas Pertanian Universitas Halu Oleo, Kendari
M.J. Arma, Department of Agronomy Fakultas Pertanian Universitas Halu Oleo, Kendari
D. Suleman, Soil Sciences Department, Fakultas Pertanian Universitas Halu Oleo, Kendari
M. Taufik, Plant Protection Department, Fakultas Pertanian Universitas Halu Oleo, Kendari
Suharjo, Department of Agronomy Fakultas Pertanian Universitas Lakidende, Wawotobi
N.F. Suaib, Food Technology Department Fakultas Pertanian Universitas Halu Oleo, Kendari
N.R.A. Suaib, English Language Education Study Program, Fakultas Keguruan dan Ilmu Pendidikan Universitas Muhammadiyah, Kendari.

Abstract
A numerous quantitative data about measurements of some agricultural research, would be meaning significantly after the data were tabulated and analysed in the adequate way. Commonly, the quantitative data should be tabulated and analysed by parametric principles so as to obtain the clear points. Usually, the pooled data achieved were done in repetition of several frequencies. These data gathered were named repeated measure and the data analysis applied was repeated measurement analysis or Repeated Measurement Analysis of Variance. One advancement of many methods used in this analysis was the efficient in use of time, procedures, and human resources. For instance, when the observation variable only on one variable observed, like measurement of addition of plant height and measured in some times, then only one analysis of variance table would be generated, not more based on measurement frequency. If the data are negative or positive trending, the analysis would not be obstacle, but when the data are fluctuatively pattern, the problems would be present in this condition. This repeated measurement analysis of variance was properly applied in this situation.

Keywords
Assumption, eficient calculation, longitudinal observation, parametric statistics, repeated measurement

Cite this paper
Suaib Suaib, M.J. Arma, D. Suleman, M. Taufik, Suharjo, N.F. Suaib, N.R.A. Suaib, REPEATED MEASUREMENT OF VARIANCE ANALYSIS PROCEDURES IN AGRICULTURAL RESEARCH THROUGH SPSS 16.0 VERSION , SCIREA Journal of Agriculture. Volume 8, Issue 1, February 2023 | PP. 27-44. 10.54647/agriculture210316

References

[ 1 ] Bevans, R. 2021. Two-way anova. When and how to used it with examples.
[ 2 ] Dean, A. and D. Voss, 1999. Design and analysis of Experiments. Springer Verlag New York, Inc.
[ 3 ] Clewer, A.G. and D.H. Scarisbrick, 2001. Practical statistics and experimental design for plant and crop science. John Wiley and Sons, Ltd. Chichester, New York, Weinheim, Brisbane, Singapore, Toronto.
[ 4 ] Delacre, M., C. Leys, Y. L. Mora, and D. Lakens, 2019. Taking parametric assump-tions seriously: Arguments for the use of Welch’s F-test instead of the classical F-test in one-way ANOVA. International Review of Social Psychology, 32(1): 1 – 12. DOI: https://doi.org/10.5334/irsp.198.
[ 5 ] Field, A. 2009. Dsicovering Statistics using SPSS. 3rd Edition, Sage.
[ 6 ] Gio, P.U., 2017. Ragam model penelitian dan pengolahannya dengan SPSS. Andi Publisher, Yogyakarta.
[ 7 ] Huynh, H. and L.S. Feldt, 1970. Condition under which mean square ratios in repeated measurement design have exact F-distribution. Journal of American Statistics Association, 65: 1582 – 1589.
[ 8 ] Johnson, R.A. and D.W. Wichern, 2007. Applied multivariate statistical analysis. 5th Edn. New Jersey.
[ 9 ] Kvam, P.H., and B. Vidakovic, 2007. Non-Parametric Statistics with applications to science and engineering. John Wiley and Sons.
[ 10 ] Litle, R.C.1989. Statistical analysis of experiments with repeated measurements. HortScience, 24(1): 37 – 40.
[ 11 ] Mead R., R.N. Curnow, and A.M. Hasted, 1994. Statistical methods in agriculture and experimental biology. 2nd Edition. Chapman and Hall. London, Glasgow, New York, Tokyo, Melbourne, Madras.
[ 12 ] Motulsky, H., 1995. Intuitifve biostatistics. Oxford University Press. New York.
[ 13 ] O’connor, R. Jr. 2014. Repeated measures one-way anova: differences between multiple correlated group means.
[ 14 ] Park E., and Ki, 2009. Correct use of repeated measures analysis of variance. Korean Journal of Laboratory Medicine, 29: 1 – 9.
[ 15 ] Statistical Product and Service Solution (SPSS), 1968. Version 16.0.
[ 16 ] Steel, R.G.D. and J.H. Torrie, 1960. Principles and Procedures of Statistics. McGraw-Hill, Inc., New York.
[ 17 ] Stevens, J. 2002. Applied multivariate statistics for the social sciences (4th ed.). Mahwah, NJ: Lawrence Erlbaum Associates.
[ 18 ] Suaib, 2011. Analisis varian bagi pengukuran berulang. Ulasan. Jurnal Agroteknologi 1(3): 107 – 113.
[ 19 ] Zar, J.H., 1999. Biostatistical analysis. 4th Edn. Prentice Hall International Inc. New Jersey.