SCENARIO GENERATION AND SCENARIO REDUCTION FOR OPTIMIZATION PROBLEM -- 4

₹600-1500 INR

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I have 2 days actual wind power production data. The wind power production are specified in terms of MW for each hour, as a result there is wind power data for 48 hours i.e., 10/15/2017 3:00 AM to 10/17/2017 2:00 AM. you need to generate scenarios for next 24 hours time period using ARIMA and then reduce the scenarios using probability distance method. The code must be written in MATLAB software. you need to specify comments for each line for better understanding for me. Below is the wind power data file

Data Science

Statistical Analysis

Statistics

项目 ID: 15436337

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@mariamosama2013

About me: Graduated from statistic department in faculty of economic & politic science, Cairo University. Sub-specialized in social science computing Cum. Grade: Good Graduation project grade: Excellent. How can I help you? I have a high scale of experience in statistics analysis and report writing and I can help you in: Regression Analysis: multiple,simple, linear or non-linear Time series Analysis Experimental Designs Factorial analysis : explanatory factorial analysis (EFA) or confirmatory factorial analysis (CFA) SEM Modeles: confirmatory factor analysis, path analysis, partial least squares path modeling, and latent squair modeling. Statistical Modelling of data ANOVA & MANOVA Tables Descriptive Statistics hypothesis testing and t tests & Chi-square test Panel Data Modelling Principle component analysis What packages can I use? I am familiar to do statistical analysis using SPSS, MATLAB, R, STATA and Minitab What My work include? A report with all the results obtained Nice interpretation of the tables, graphs & tests Describing statistical methods I used. looking forward to here from you soon

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