{"title":"An empirical study on assessment of trend analysis: Food grain production in India","authors":"Kalpana Polisetty, Christophe Chesneau, Gowthami Paltati, Kiran Paidipati","doi":"10.2298/jas2303377p","DOIUrl":null,"url":null,"abstract":"Considering the importance of the food grains to be specified-rice, wheat, coarse cereals, and pulses-is vital in developing the Indian economy. This paper carries out change point detection and trend analysis for the annual historical series of food grains in India. The change points were identified by the methods of the Pettitt?s test (PT), the Buishand?s range test (BRT), and the standard normal homogeneity test (SNHT). On the other hand, the Mann-Kendall (MK) test was used to determine the presence and absence of trends in food grain production, and their slopes were assessed by the Sen?s slope estimator. The change point analysis result shows significant change points for food grains at a 95% level. The discrete change points were observed from 1982 to 2009, but the ideal change point, i.e., 1987, was captured in all food grains. In India?s history, agricultural production in the year 1987 was vulnerable due to drought, and thus it is strong evidence of the need to consider methods based on proven facts. The MK test results reveal that the trend in food grain production was statistically significant and had an upward direction in all three segmentation periods after 1987.","PeriodicalId":14882,"journal":{"name":"Journal of Agricultural Sciences, Belgrade","volume":"159 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Agricultural Sciences, Belgrade","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2298/jas2303377p","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"Agricultural and Biological Sciences","Score":null,"Total":0}
引用次数: 0
Abstract
Considering the importance of the food grains to be specified-rice, wheat, coarse cereals, and pulses-is vital in developing the Indian economy. This paper carries out change point detection and trend analysis for the annual historical series of food grains in India. The change points were identified by the methods of the Pettitt?s test (PT), the Buishand?s range test (BRT), and the standard normal homogeneity test (SNHT). On the other hand, the Mann-Kendall (MK) test was used to determine the presence and absence of trends in food grain production, and their slopes were assessed by the Sen?s slope estimator. The change point analysis result shows significant change points for food grains at a 95% level. The discrete change points were observed from 1982 to 2009, but the ideal change point, i.e., 1987, was captured in all food grains. In India?s history, agricultural production in the year 1987 was vulnerable due to drought, and thus it is strong evidence of the need to consider methods based on proven facts. The MK test results reveal that the trend in food grain production was statistically significant and had an upward direction in all three segmentation periods after 1987.
考虑到要指定的粮食的重要性——大米、小麦、粗粮和豆类——对发展印度经济至关重要。本文对印度粮食年度历史序列进行了变化点检测和趋势分析。变化点由Pettitt?’s test (PT), the Buishand?s极差检验(BRT)和标准正态齐性检验(SNHT)。另一方面,Mann-Kendall (MK)检验用于确定粮食生产趋势的存在和不存在,其斜率由Sen?S斜率估计。变化点分析结果显示,粮食的变化点在95%的水平上是显著的。1982 - 2009年为离散变化点,但在所有粮食中均出现理想变化点,即1987年。在印度吗?在美国历史上,1987年的农业生产因干旱而脆弱,因此有必要根据已证实的事实考虑方法,这是强有力的证据。MK检验结果表明,1987年以后的3个分割期粮食产量趋势均呈上升趋势,具有统计学意义。