Trend Analysis using Spearman Rho Test, ITA, Mann-Kendall, ACF Test, MMK Test in Excel, SPSS and R

This is a recorded video of One day's Online Workshop on Advancement in Trend analysis for Time Series Datasets. In this workshop, I have shown 1. How to calculate missing data using multiple imputation method in SPSS 2. Convert daily data into monthly and yearly using Pivot table 3. Trend analysis by Spearman Rho method in SPSS 4. Innovative Trend Analysis (ITA): Graph preparation and Calculation of Slope Magnitude in Excel 4. Mann-Kendall Test using R software 5. Auto-correlation function using R software 6. Modified Mann- Kendall Test using R Software 7. Sen's Slope analysis using R software 8. Percent Bias: A new relative trend analysis using Excel Related Publication 1. https://doi.org/10.1007/s12517-023-11290-8 2. https://doi.org/10.1007/978-3-031-15377-8_16 3. https://doi.org/10.1007/978-3-030-67865-4_7 4. https://doi.org/10.1007/978-3-030-49115-4_3 5. https://doi.org/10.1007/s13762-022-04254-0 6. https://doi.org/10.1007/s40808-021-01176-7 7. https://doi.org/10.1007/s12594-021-1883-z, 8. https://doi.org/10.1007/s00704-020-03508-6, 9. https://doi.org/10.1007/s10668-020-00917-5, 10. https://doi.org/10.1007/s42452-020-03321-w . 11. https://doi.org/10.1016/j.gsd.2020.100449 . 12. https://doi.org/10.54302/mausam.v71i1.4 . 13. https://doi.org/10.1007/s41324-019-00241-9 . 14. https://doi.org/10.1007/s41324-018-0173-3 . ******************************************************************************************************* International Workshop on An Integrated MCDM approach for Drought Vulnerability Assessments in ArcGIS Whatsapp: +91 94751 72399 The workshop will be started on 12th February 2012. After completing this course, you will be efficiently able to process, predict, and validate any data related to hazard, vulnerability, risk, and suitability assessment using the CRITIC, WASPAS, and SAW models. Live WhatsApp Chatting e-Certificate will be provided Publication support from SCOPUS Index Journal 1:1 Sessions with experts Provide supporting resources like ppt, code, research articles Access recorded class videos any times Brochure https://drive.google.com/file/d/1dZ5kmhcTxR7zVwvE95CwoMXGnXTS8WsR/view?usp=sharing ******************************************************************************************************* Enroll Now https://www.aigr.co.in/page/an-integrated-mcdm-approach-for-drought-vulnerability-assessment-in-arcgis-um64vk Discount Coupon Code: DROUGHT (20% discount) ******************************************************************************************************* Advances in Geographical Research Learn research methodology online with courses of Advanced Geospatial technologies, statistical methods, and Machine Learning algorithms. https://www.aigr.co.in/ ******************************************************************************************************* UDEMY Course Rainfall Indices for MCDM models in ArcGIS: how and Why? Preparation of 10 important rainfall indices for MCDM models and time series analysis using Excel, ArcGIS and QGIS Click this link only Rs. 390 or 12.99 USD https://www.udemy.com/course/rainfall-indices-for-mcdm-models-in-arcgis-how-and-why/?couponCode=RAINFALL ******************************************************************************************************* WhatsApp Group for subscribers: Group 1 https://chat.whatsapp.com/HnJU2SLXyf7APe62RGQoqN Group 2 https://chat.whatsapp.com/CybK5vtqqq6DIvj6J0942H *************************************************************************************** Playlist 1. Basics Remote sensing /playlist/PLj2pUZNnMAq_CVKhq1Ck9QGCVrlYHwZwd 2. MCDM and ML /playlist/PLj2pUZNnMAq_ZazTYS1_5CR70nom8DJTu 3. Arc GIS /playlist/PLj2pUZNnMAq95z99YAoMpEj1VZ11KgKHF 4. Free online data download /playlist/PLj2pUZNnMAq-REP8260LT1KbBtWNZRUq_ 5. Advanced Excel /playlist/PLj2pUZNnMAq-oYmlvnzlLCiE6eRr2RDdj SUBSCRIBE to the YouTube channel Dr. Jayanta Das, to get notification about our recent lecture uploads on Advances in Geographical Research. /c/DrJayantaDas ALL RIGHTS RESERVED. #DrJayantaDas

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