{"id":16,"date":"2021-04-19T22:54:47","date_gmt":"2021-04-20T04:24:47","guid":{"rendered":"https:\/\/www.res.cmb.ac.lk\/statistics\/avanthi-saumyamala\/?page_id=16"},"modified":"2021-08-04T04:11:40","modified_gmt":"2021-08-04T09:41:40","slug":"research","status":"publish","type":"page","link":"https:\/\/www.res.cmb.ac.lk\/statistics\/avanthi-saumyamala\/research\/","title":{"rendered":"Research"},"content":{"rendered":"<p>[vc_row][vc_column]<h1 class=\"fac-title text-left\" style=\"color:#4b4b4b\">Research Interests<\/h1>\n[\/vc_column][\/vc_row][vc_row][vc_column]<ul class=\"ul-boxed list-unstyled\"><li class=\"\">Application of Statistics in Finance<\/li><\/ul>[\/vc_column][\/vc_row][vc_row][vc_column]<ul class=\"ul-boxed list-unstyled\"><li class=\"\">Econometrics<\/li><\/ul>[\/vc_column][\/vc_row][vc_row][vc_column]<ul class=\"ul-boxed list-unstyled\"><li class=\"\">Forecasting and Machine Learning<\/li><\/ul>[\/vc_column][\/vc_row][vc_row][vc_column]<h1 class=\"fac-title text-left\" style=\"color:#4b4b4b\">Research Experience<\/h1>\n[\/vc_column][\/vc_row][vc_row][vc_column]<ul class=\"ul-withdetails \"><li class=\"\">\n\t\t\t\t<div class=\"wrap\"><div class=\"image\" style=\"background-image:url(https:\/\/www.res.cmb.ac.lk\/statistics\/avanthi-saumyamala\/wp-content\/themes\/faculty\/img\/project-default.png);\"><div class=\"imageoverlay\"><i class=\"fa fa-search\"><\/i><\/div><\/div><div class=\"meta\"><h3>Hourly Solar Radiation Forecasting using Artificial Neural Network Model for Colombo, Sri Lanka<\/h3><p><\/p><\/div><\/div>\n\t\t<div class=\"details\">\n\t\t\t<p>This could be a full decription about the project<\/p>\n\n\t\t<\/div> <\/li><\/ul>[\/vc_column][\/vc_row][vc_row][vc_column]<ul class=\"ul-withdetails \"><li class=\"\">\n\t\t\t\t<div class=\"wrap\"><div class=\"image\" style=\"background-image:url(https:\/\/www.res.cmb.ac.lk\/statistics\/avanthi-saumyamala\/wp-content\/themes\/faculty\/img\/project-default.png);\"><div class=\"imageoverlay\"><i class=\"fa fa-search\"><\/i><\/div><\/div><div class=\"meta\"><h3>Forecasting Future Inflation Rate in Sri Lanka using NARX Neural Network Model<\/h3><p><\/p><\/div><\/div>\n\t\t<div class=\"details\">\n\t\t\t<p>This could be a full decription about the project<\/p>\n\n\t\t<\/div> <\/li><\/ul>[\/vc_column][\/vc_row][vc_row][vc_column]<ul class=\"ul-withdetails \"><li class=\"\">\n\t\t\t\t<div class=\"wrap\"><div class=\"image\" style=\"background-image:url(https:\/\/www.res.cmb.ac.lk\/statistics\/avanthi-saumyamala\/wp-content\/themes\/faculty\/img\/project-default.png);\"><div class=\"imageoverlay\"><i class=\"fa fa-search\"><\/i><\/div><\/div><div class=\"meta\"><h3>Modelling Open Market Retail Price of Red Onions in Colombo using ARIMA-GARCH Mixed Model<\/h3><p><\/p><\/div><\/div>\n\t\t<div class=\"details\">\n\t\t\t<p>This could be a full decription about the project<\/p>\n\n\t\t<\/div> <\/li><\/ul>[\/vc_column][\/vc_row]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>[vc_row][vc_column][\/vc_column][\/vc_row][vc_row][vc_column][\/vc_column][\/vc_row][vc_row][vc_column][\/vc_column][\/vc_row][vc_row][vc_column][\/vc_column][\/vc_row][vc_row][vc_column][\/vc_column][\/vc_row][vc_row][vc_column][\/vc_column][\/vc_row][vc_row][vc_column][\/vc_column][\/vc_row][vc_row][vc_column][\/vc_column][\/vc_row]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/www.res.cmb.ac.lk\/statistics\/avanthi-saumyamala\/wp-json\/wp\/v2\/pages\/16"}],"collection":[{"href":"https:\/\/www.res.cmb.ac.lk\/statistics\/avanthi-saumyamala\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.res.cmb.ac.lk\/statistics\/avanthi-saumyamala\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.res.cmb.ac.lk\/statistics\/avanthi-saumyamala\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.res.cmb.ac.lk\/statistics\/avanthi-saumyamala\/wp-json\/wp\/v2\/comments?post=16"}],"version-history":[{"count":5,"href":"https:\/\/www.res.cmb.ac.lk\/statistics\/avanthi-saumyamala\/wp-json\/wp\/v2\/pages\/16\/revisions"}],"predecessor-version":[{"id":52,"href":"https:\/\/www.res.cmb.ac.lk\/statistics\/avanthi-saumyamala\/wp-json\/wp\/v2\/pages\/16\/revisions\/52"}],"wp:attachment":[{"href":"https:\/\/www.res.cmb.ac.lk\/statistics\/avanthi-saumyamala\/wp-json\/wp\/v2\/media?parent=16"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}