{"_buckets": {"deposit": "3e1b8a0b-0c90-4904-8eb5-95189caad7b1"}, "_deposit": {"id": "1646", "owners": [], "pid": {"revision_id": 0, "type": "recid", "value": "1646"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/1646", "sets": ["1582965462498", "user-yueco"]}, "communities": ["yueco"], "control_number": "1646", "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Outliers and Their Effect on Parameters Estimations in Regression Analysis", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "This study attempts to investigate the effect of outliers on estimation of parameters in regression\r analysis.The results about outlier robustness point out that the robust and classical methods both worked well data with no outliers indicating that their mean squares error (MSE) are quite close to each other. If there are outliers in the data, the robust methods perform better than the classical method .The OLS estimates provide poor estimates of true parameters of the regression model. As expected, OLS is a less efficient estimator whatever the type of outliers present in the data."}]}, "item_1583103108160": {"attribute_name": "Keywords", "attribute_value_mlt": [{"interim": "RobustEstimators"}]}, "item_1583103120197": {"attribute_name": "Files", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_access", "date": [{"dateType": "Available", "dateValue": "2020-05-05"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "Maw Maw Khin.pdf", "filesize": [{"value": "4461 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 4461000.0, "url": {"url": "https://meral.edu.mm/record/1646/files/Maw Maw Khin.pdf"}, "version_id": "cdce204b-da83-42ff-9726-abbe6fba1008"}]}, "item_1583103131163": {"attribute_name": "Journal articles", "attribute_value_mlt": [{"subitem_journal_title": "Yangon University of Economics Research Journal"}]}, "item_1583103147082": {"attribute_name": "Conference papaers", "attribute_value_mlt": [{}]}, "item_1583103211336": {"attribute_name": "Books/reports/chapters", "attribute_value_mlt": [{}]}, "item_1583103233624": {"attribute_name": "Thesis/dissertations", "attribute_value_mlt": [{"subitem_supervisor(s)": []}]}, "item_1583105942107": {"attribute_name": "Authors", "attribute_value_mlt": [{"subitem_authors": [{"subitem_authors_fullname": "MAW MAW KHIN"}]}]}, "item_1583108359239": {"attribute_name": "Upload type", "attribute_value_mlt": [{"interim": "Publication"}]}, "item_1583108428133": {"attribute_name": "Publication type", "attribute_value_mlt": [{"interim": "Journal article"}]}, "item_1583159729339": {"attribute_name": "Publication date", "attribute_value": "2016"}, "item_1583159847033": {"attribute_name": "Identifier", "attribute_value": "https://oar-yueco.archive.knowledgearc.net/handle/123456789/73"}, "item_title": "Outliers and Their Effect on Parameters Estimations in Regression Analysis", "item_type_id": "21", "owner": "1", "path": ["1582965462498"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000001646", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2020-03-05"}, "publish_date": "2020-03-05", "publish_status": "0", "recid": "1646", "relation": {}, "relation_version_is_last": true, "title": ["Outliers and Their Effect on Parameters Estimations in Regression Analysis"], "weko_shared_id": -1}