{"id":1629,"date":"2023-07-25T14:30:21","date_gmt":"2023-07-25T14:30:21","guid":{"rendered":"https:\/\/statorials.org\/my\/r-%e1%80%90%e1%80%bd%e1%80%84%e1%80%ba-%e1%80%94%e1%80%af%e1%80%b6%e1%80%a1%e1%80%9e%e1%80%b1%e1%80%ac-%e1%80%81%e1%80%94%e1%80%b7%e1%80%ba%e1%80%99%e1%80%be%e1%80%94%e1%80%ba%e1%80%b8%e1%80%81\/"},"modified":"2023-07-25T14:30:21","modified_gmt":"2023-07-25T14:30:21","slug":"r-%e1%80%90%e1%80%bd%e1%80%84%e1%80%ba-%e1%80%94%e1%80%af%e1%80%b6%e1%80%a1%e1%80%9e%e1%80%b1%e1%80%ac-%e1%80%81%e1%80%94%e1%80%b7%e1%80%ba%e1%80%99%e1%80%be%e1%80%94%e1%80%ba%e1%80%b8%e1%80%81","status":"publish","type":"post","link":"https:\/\/statorials.org\/my\/r-%e1%80%90%e1%80%bd%e1%80%84%e1%80%ba-%e1%80%94%e1%80%af%e1%80%b6%e1%80%a1%e1%80%9e%e1%80%b1%e1%80%ac-%e1%80%81%e1%80%94%e1%80%b7%e1%80%ba%e1%80%99%e1%80%be%e1%80%94%e1%80%ba%e1%80%b8%e1%80%81\/","title":{"rendered":"R in naive forecasting \u1000\u102d\u102f \u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1016\u103c\u1004\u1037\u103a \u1015\u103c\u102f\u101c\u102f\u1015\u103a\u1014\u100a\u103a\u1038"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\u1014\u102f\u1036\u1021\u101e\u1031\u102c\u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1001\u103b\u1000\u103a<\/strong> \u1006\u102d\u102f\u101e\u100a\u103a\u1019\u103e\u102c \u1015\u1031\u1038\u1011\u102c\u1038\u101e\u1031\u102c\u1000\u102c\u101c\u1010\u1005\u103a\u1001\u102f\u1021\u1010\u103d\u1000\u103a \u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1001\u103b\u1000\u103a\u101e\u100a\u103a \u101a\u1001\u1004\u103a\u1000\u102c\u101c\u1000\u1010\u103d\u1031\u1037\u101b\u103e\u102d\u1001\u1032\u1037\u101e\u100a\u1037\u103a\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1014\u103e\u1004\u1037\u103a \u101b\u102d\u102f\u1038\u101b\u103e\u1004\u103a\u1038\u1005\u103d\u102c\u1010\u1030\u100a\u102e\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1025\u1015\u1019\u102c\u1021\u102c\u1038\u1016\u103c\u1004\u1037\u103a\u104a \u101a\u1001\u102f\u1014\u103e\u1005\u103a \u1015\u1011\u1019\u101e\u102f\u1036\u1038\u101c\u1021\u1010\u103d\u1004\u103a\u1038 \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u1010\u103d\u1004\u103a \u1015\u1031\u1038\u1011\u102c\u1038\u101e\u1031\u102c \u1011\u102f\u1010\u103a\u1000\u102f\u1014\u103a\u1010\u1005\u103a\u1001\u102f\u104f \u101b\u1031\u102c\u1004\u103a\u1038\u1021\u102c\u1038\u1019\u103e\u102c \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1021\u1010\u102d\u102f\u1004\u103a\u1038\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u1006\u102d\u102f\u1015\u102b\u1005\u102d\u102f\u1037\u104b<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-12910 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/naive_forecast1.png\" alt=\"\" width=\"172\" height=\"142\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">\u1027\u1015\u103c\u102e\u101c \u1021\u101b\u1031\u102c\u1004\u103a\u1038\u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1001\u103b\u1000\u103a\u101e\u100a\u103a \u101a\u1001\u1004\u103a\u1019\u1010\u103a\u101c\u1021\u1010\u103d\u1000\u103a \u1021\u1019\u103e\u1014\u103a\u1010\u1000\u101a\u103a\u101b\u1031\u102c\u1004\u103a\u1038\u1021\u102c\u1038\u1014\u103e\u1004\u1037\u103a \u100a\u102e\u1019\u103b\u103e\u101e\u100a\u103a-<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-12911 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/naive_forecast2.png\" alt=\"\u1014\u102f\u1036\u1001\u103b\u102c\u101e\u1031\u102c \u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1001\u103b\u1000\u103a \u1025\u1015\u1019\u102c\" width=\"285\" height=\"172\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">\u1024\u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038\u101e\u100a\u103a \u101b\u102d\u102f\u1038\u101b\u103e\u1004\u103a\u1038\u101e\u1031\u102c\u103a\u101c\u100a\u103a\u1038 \u101c\u1000\u103a\u1010\u103d\u1031\u1037\u1010\u103d\u1004\u103a \u1021\u1036\u1037\u1021\u102c\u1038\u101e\u1004\u1037\u103a\u1016\u103d\u101a\u103a\u1000\u1031\u102c\u1004\u103a\u1038\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u101e\u100a\u103a R \u1010\u103d\u1004\u103a \u1014\u102f\u1036\u1001\u103b\u102c\u101e\u1031\u102c \u1000\u103c\u102d\u102f\u1010\u1004\u103a\u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1001\u103b\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1015\u102f\u1036\u1021\u1006\u1004\u1037\u103a\u1006\u1004\u1037\u103a \u1025\u1015\u1019\u102c\u1000\u102d\u102f \u1015\u1031\u1038\u101e\u100a\u103a\u104b<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u1021\u1006\u1004\u1037\u103a 1: \u1012\u1031\u1010\u102c\u1000\u102d\u102f\u1011\u100a\u1037\u103a\u1015\u102b\u104b<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u1026\u1038\u1005\u103d\u102c\u104a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101e\u100a\u103a \u1005\u102d\u1010\u103a\u1000\u1030\u1038\u101a\u1009\u103a\u1000\u102f\u1019\u1039\u1015\u100f\u102e\u1010\u1005\u103a\u1001\u102f\u1010\u103d\u1004\u103a 12 \u101c\u1010\u102c\u1000\u102c\u101c\u1021\u1010\u103d\u1004\u103a\u1038 \u1021\u101b\u1031\u102c\u1004\u103a\u1038\u1012\u1031\u1010\u102c\u1000\u102d\u102f \u1011\u100a\u1037\u103a\u101e\u103d\u1004\u103a\u1038\u1015\u102b\u1019\u100a\u103a-<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create vector to hold actual sales data<\/span>\nactual &lt;- c(34, 37, 44, 47, 48, 48, 46, 43, 32, 27, 26, 24)\n<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\u1021\u1006\u1004\u1037\u103a 2- \u1014\u102f\u1036\u1001\u103b\u102c\u101e\u1031\u102c \u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1001\u103b\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1015\u102b\u104b<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u1011\u102d\u102f\u1037\u1014\u1031\u102c\u1000\u103a\u104a \u101c\u1010\u102d\u102f\u1004\u103a\u1038\u1021\u1010\u103d\u1000\u103a \u1014\u102f\u1036\u1021\u101e\u1031\u102c \u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1001\u103b\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u101b\u1014\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1016\u1031\u102c\u103a\u1019\u103c\u1030\u101c\u102c\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1015\u102b\u1019\u100a\u103a\u104b<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#generate naive forecasts<\/span>\nforecast &lt;- c(NA, actual[- <span style=\"color: #3366ff;\">length<\/span> (actual)])\n\n<span style=\"color: #008080;\">#view naive forecasts<\/span>\nforecast\n\n[1] NA 34 37 44 47 48 48 46 43 32 27 26\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101e\u100a\u103a \u1015\u1011\u1019\u1006\u102f\u1036\u1038\u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1021\u1010\u103d\u1000\u103a <strong>NA \u1000\u102d\u102f<\/strong> \u101b\u102d\u102f\u1038\u101b\u102d\u102f\u1038\u101b\u103e\u1004\u103a\u1038\u101b\u103e\u1004\u103a\u1038\u101e\u102f\u1036\u1038\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u101e\u1010\u102d\u1015\u103c\u102f\u1015\u102b\u104b<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u1021\u1006\u1004\u1037\u103a 3- \u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1001\u103b\u1000\u103a\u1010\u102d\u1000\u103b\u1019\u103e\u102f\u1000\u102d\u102f \u1010\u102d\u102f\u1004\u103a\u1038\u1010\u102c\u1015\u102b\u104b<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u1014\u1031\u102c\u1000\u103a\u1006\u102f\u1036\u1038\u1021\u1014\u1031\u1014\u1032\u1037 \u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1001\u103b\u1000\u103a\u1010\u103d\u1031\u101b\u1032\u1037 \u1010\u102d\u1000\u103b\u1019\u103e\u102f\u1000\u102d\u102f \u1010\u102d\u102f\u1004\u103a\u1038\u1010\u102c\u101b\u1019\u101a\u103a\u104b \u1010\u102d\u1000\u103b\u1019\u103e\u102f\u1000\u102d\u102f \u1010\u102d\u102f\u1004\u103a\u1038\u1010\u102c\u101b\u102c\u1010\u103d\u1004\u103a \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101c\u1031\u1037\u101b\u103e\u102d\u101e\u1031\u102c \u1019\u1000\u103a\u1011\u101b\u1005\u103a\u1014\u103e\u1005\u103a\u1001\u102f \u1015\u102b\u101d\u1004\u103a\u101e\u100a\u103a-<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e \u1021\u1000\u103c\u103d\u1004\u103a\u1038\u1019\u1032\u1037 \u101b\u102c\u1001\u102d\u102f\u1004\u103a\u1014\u103e\u102f\u1014\u103a\u1038 \u1021\u1019\u103e\u102c\u1038 (MAPE)<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e \u1021\u1000\u103c\u103d\u1004\u103a\u1038\u1019\u1032\u1037 \u1021\u1019\u103e\u102c\u1038 (MAE)<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u1019\u1000\u103a\u1011\u101b\u1005\u103a\u1014\u103e\u1005\u103a\u1001\u102f\u101c\u102f\u1036\u1038\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u101b\u1014\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate MAPE\n<\/span>mean(abs((actual-forecast)\/actual), na. <span style=\"color: #3366ff;\">rm<\/span> = <span style=\"color: #008000;\">T<\/span> ) * 100\n\n[1] 9.898281\n\n<span style=\"color: #008080;\">#calculate MAE\n<\/span>mean(abs(actual-forecast), na. <span style=\"color: #3366ff;\">rm<\/span> = <span style=\"color: #008000;\">T<\/span> )\n\n[1] 3.454545\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e \u1015\u1000\u1010\u102d \u1021\u1019\u103e\u102c\u1038\u1021\u101a\u103d\u1004\u103a\u1038\u101e\u100a\u103a <strong>9.898%<\/strong> \u1016\u103c\u1005\u103a\u1015\u103c\u102e\u1038 \u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e \u1015\u1000\u1010\u102d \u1021\u1019\u103e\u102c\u1038\u1019\u103e\u102c <strong>3.45 \u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1024\u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1001\u103b\u1000\u103a\u101e\u100a\u103a \u1021\u101e\u102f\u1036\u1038\u101d\u1004\u103a\u1001\u103c\u1004\u103a\u1038\u101b\u103e\u102d\u104a \u1019\u101b\u103e\u102d \u101e\u102d\u101b\u103e\u102d\u101b\u1014\u103a\u104a \u104e\u1004\u103a\u1038\u1000\u102d\u102f \u1021\u1001\u103c\u102c\u1038\u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1001\u103b\u1000\u103a\u1015\u102f\u1036\u1005\u1036\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a \u1014\u103e\u102d\u102f\u1004\u103a\u1038\u101a\u103e\u1009\u103a\u1000\u102c \u1010\u102d\u102f\u1004\u103a\u1038\u1010\u102c\u1019\u103e\u102f\u1010\u102d\u1000\u103b\u1019\u103e\u102f \u1015\u102d\u102f\u1000\u1031\u102c\u1004\u103a\u1038\u101e\u100a\u103a \u101e\u102d\u102f\u1037\u1019\u101f\u102f\u1010\u103a \u1015\u102d\u102f\u1006\u102d\u102f\u1038\u1001\u103c\u1004\u103a\u1038\u101b\u103e\u102d\u1019\u101b\u103e\u102d \u1000\u103c\u100a\u1037\u103a\u101b\u103e\u102f\u1014\u102d\u102f\u1004\u103a\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u1021\u1006\u1004\u1037\u103a 4- \u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1019\u103c\u1004\u103a\u101a\u1031\u102c\u1004\u103a\u1000\u103c\u100a\u1037\u103a\u1015\u102b\u104b<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u1014\u1031\u102c\u1000\u103a\u1006\u102f\u1036\u1038\u1010\u103d\u1004\u103a\u104a \u1000\u102c\u101c\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u1021\u1010\u103d\u1004\u103a\u1038 \u1021\u1019\u103e\u1014\u103a\u1010\u1000\u101a\u103a\u101b\u1031\u102c\u1004\u103a\u1038\u1021\u102c\u1038\u1014\u103e\u1004\u1037\u103a \u1014\u102f\u1036\u1021\u101e\u1031\u102c\u1021\u101b\u1031\u102c\u1004\u103a\u1038\u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1001\u103b\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u103c\u102c\u1038 \u1001\u103c\u102c\u1038\u1014\u102c\u1038\u1001\u103b\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1019\u103c\u1004\u103a\u101e\u102c\u1005\u1031\u101b\u1014\u103a \u101b\u102d\u102f\u1038\u101b\u103e\u1004\u103a\u1038\u101e\u1031\u102c\u1019\u103b\u1009\u103a\u1038\u1000\u103d\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a-<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#plot actual sales\n<\/span>plot(actual, type=' <span style=\"color: #008000;\">l<\/span> ', col = ' <span style=\"color: #008000;\">red<\/span> ', main=' <span style=\"color: #008000;\">Actual vs. Forecasted Sales<\/span> ',\n     xlab=' <span style=\"color: #008000;\">Sales Period<\/span> ', ylab=' <span style=\"color: #008000;\">Sales<\/span> ')\n\n<span style=\"color: #008080;\">#add line for forecasted sales\n<\/span>lines(forecast, type=' <span style=\"color: #008000;\">l<\/span> ', col = ' <span style=\"color: #008000;\">blue<\/span> ')\n\n<span style=\"color: #008080;\">#add legend\n<\/span>legend(' <span style=\"color: #008000;\">topright<\/span> ', legend=c(' <span style=\"color: #008000;\">Actual<\/span> ', ' <span style=\"color: #008000;\">Forecasted<\/span> '),\n       col=c(' <span style=\"color: #008000;\">red<\/span> ', ' <span style=\"color: #008000;\">blue<\/span> '), lty=1)\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-16109 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/naifr1.png\" alt=\"R \u1010\u103d\u1004\u103a \u1014\u102f\u1036\u1021\u101e\u1031\u102c\u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1001\u103b\u1000\u103a\" width=\"471\" height=\"467\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">\u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1011\u102c\u1038\u101e\u1031\u102c \u101b\u1031\u102c\u1004\u103a\u1038\u101c\u102d\u102f\u1004\u103a\u1038\u101e\u100a\u103a \u1021\u1001\u103c\u1031\u1001\u1036\u1021\u102c\u1038\u1016\u103c\u1004\u1037\u103a \u1021\u1019\u103e\u1014\u103a\u1010\u1000\u101a\u103a \u101b\u1031\u102c\u1004\u103a\u1038\u1001\u103b\u101e\u100a\u1037\u103a\u101c\u102d\u102f\u1004\u103a\u1038\u104f \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1011\u102c\u1038\u101e\u1031\u102c\u1017\u102c\u1038\u101b\u103e\u1004\u103a\u1038\u1016\u103c\u1005\u103a\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u101e\u1010\u102d\u1015\u103c\u102f\u1015\u102b\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1014\u102f\u1036\u1001\u103b\u102c\u101e\u1031\u102c\u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1001\u103b\u1000\u103a\u101e\u100a\u103a \u101c\u1000\u103a\u101b\u103e\u102d\u1000\u102c\u101c\u1010\u103d\u1004\u103a\u101b\u1031\u102c\u1004\u103a\u1038\u1021\u102c\u1038 \u101a\u1001\u1004\u103a\u1000\u102c\u101c\u1000\u101b\u1031\u102c\u1004\u103a\u1038\u1021\u102c\u1038\u1014\u103e\u1004\u1037\u103a\u100a\u102e\u1019\u103b\u103e\u1019\u100a\u103a\u101f\u102f \u101b\u102d\u102f\u1038\u101b\u102d\u102f\u1038\u101b\u103e\u1004\u103a\u1038\u101b\u103e\u1004\u103a\u1038\u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1011\u102c\u1038\u101e\u1031\u102c\u1000\u103c\u1031\u102c\u1004\u1037\u103a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u1019\u103b\u103e\u1031\u102c\u103a\u101c\u1004\u1037\u103a\u1011\u102c\u1038\u101e\u100a\u103a\u1019\u103e\u102c \u1021\u1010\u102d\u1021\u1000\u103b\u1015\u1004\u103a\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u1011\u1015\u103a\u101c\u1031\u102c\u1004\u103a\u1038\u1021\u101b\u1004\u103a\u1038\u1021\u1019\u103c\u1005\u103a\u1019\u103b\u102c\u1038<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/my\/\u1006\u102d\u102f\u101c\u102d\u102f\u101e\u100a\u103a\u1019\u103e\u102c-r-\u1010\u103d\u1004\u103a-\u101c\u102f\u1036\u1038\u101d\u1021\u1019\u103e\u102c\u1038\u1021\u101a\u103d\u1004\u103a\u1038\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b\/\" target=\"_blank\" rel=\"noopener\">R \u1016\u103c\u1004\u1037\u103a MAE \u1010\u103d\u1000\u103a\u1014\u100a\u103a\u1038<\/a><br \/> <a href=\"https:\/\/statorials.org\/my\/r-\u1000\u1010\u103a\/\" target=\"_blank\" rel=\"noopener\">MAPE \u1000\u102d\u102f R \u1016\u103c\u1004\u1037\u103a \u1010\u103d\u1000\u103a\u1014\u100a\u103a\u1038<\/a><br \/> <a href=\"https:\/\/statorials.org\/my\" target=\"_blank\" rel=\"noopener\">MAPE \u1021\u1010\u103d\u1000\u103a \u1000\u1031\u102c\u1004\u103a\u1038\u101e\u1031\u102c\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u101f\u102f \u1021\u1018\u101a\u103a\u1021\u101b\u102c\u1000 \u101a\u1030\u1006\u101e\u1014\u100a\u103a\u1038\u104b<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u1014\u102f\u1036\u1021\u101e\u1031\u102c\u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1001\u103b\u1000\u103a \u1006\u102d\u102f\u101e\u100a\u103a\u1019\u103e\u102c \u1015\u1031\u1038\u1011\u102c\u1038\u101e\u1031\u102c\u1000\u102c\u101c\u1010\u1005\u103a\u1001\u102f\u1021\u1010\u103d\u1000\u103a \u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1001\u103b\u1000\u103a\u101e\u100a\u103a \u101a\u1001\u1004\u103a\u1000\u102c\u101c\u1000\u1010\u103d\u1031\u1037\u101b\u103e\u102d\u1001\u1032\u1037\u101e\u100a\u1037\u103a\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1014\u103e\u1004\u1037\u103a \u101b\u102d\u102f\u1038\u101b\u103e\u1004\u103a\u1038\u1005\u103d\u102c\u1010\u1030\u100a\u102e\u1015\u102b\u101e\u100a\u103a\u104b \u1025\u1015\u1019\u102c\u1021\u102c\u1038\u1016\u103c\u1004\u1037\u103a\u104a \u101a\u1001\u102f\u1014\u103e\u1005\u103a \u1015\u1011\u1019\u101e\u102f\u1036\u1038\u101c\u1021\u1010\u103d\u1004\u103a\u1038 \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u1010\u103d\u1004\u103a \u1015\u1031\u1038\u1011\u102c\u1038\u101e\u1031\u102c \u1011\u102f\u1010\u103a\u1000\u102f\u1014\u103a\u1010\u1005\u103a\u1001\u102f\u104f \u101b\u1031\u102c\u1004\u103a\u1038\u1021\u102c\u1038\u1019\u103e\u102c \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1021\u1010\u102d\u102f\u1004\u103a\u1038\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u1006\u102d\u102f\u1015\u102b\u1005\u102d\u102f\u1037\u104b \u1027\u1015\u103c\u102e\u101c \u1021\u101b\u1031\u102c\u1004\u103a\u1038\u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1001\u103b\u1000\u103a\u101e\u100a\u103a \u101a\u1001\u1004\u103a\u1019\u1010\u103a\u101c\u1021\u1010\u103d\u1000\u103a \u1021\u1019\u103e\u1014\u103a\u1010\u1000\u101a\u103a\u101b\u1031\u102c\u1004\u103a\u1038\u1021\u102c\u1038\u1014\u103e\u1004\u1037\u103a \u100a\u102e\u1019\u103b\u103e\u101e\u100a\u103a- \u1024\u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038\u101e\u100a\u103a \u101b\u102d\u102f\u1038\u101b\u103e\u1004\u103a\u1038\u101e\u1031\u102c\u103a\u101c\u100a\u103a\u1038 \u101c\u1000\u103a\u1010\u103d\u1031\u1037\u1010\u103d\u1004\u103a \u1021\u1036\u1037\u1021\u102c\u1038\u101e\u1004\u1037\u103a\u1016\u103d\u101a\u103a\u1000\u1031\u102c\u1004\u103a\u1038\u101e\u100a\u103a\u104b \u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u101e\u100a\u103a R \u1010\u103d\u1004\u103a \u1014\u102f\u1036\u1001\u103b\u102c\u101e\u1031\u102c \u1000\u103c\u102d\u102f\u1010\u1004\u103a\u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1001\u103b\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1015\u102f\u1036\u1021\u1006\u1004\u1037\u103a\u1006\u1004\u1037\u103a \u1025\u1015\u1019\u102c\u1000\u102d\u102f \u1015\u1031\u1038\u101e\u100a\u103a\u104b \u1021\u1006\u1004\u1037\u103a 1: \u1012\u1031\u1010\u102c\u1000\u102d\u102f\u1011\u100a\u1037\u103a\u1015\u102b\u104b \u1026\u1038\u1005\u103d\u102c\u104a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101e\u100a\u103a \u1005\u102d\u1010\u103a\u1000\u1030\u1038\u101a\u1009\u103a\u1000\u102f\u1019\u1039\u1015\u100f\u102e\u1010\u1005\u103a\u1001\u102f\u1010\u103d\u1004\u103a 12 \u101c\u1010\u102c\u1000\u102c\u101c\u1021\u1010\u103d\u1004\u103a\u1038 \u1021\u101b\u1031\u102c\u1004\u103a\u1038\u1012\u1031\u1010\u102c\u1000\u102d\u102f \u1011\u100a\u1037\u103a\u101e\u103d\u1004\u103a\u1038\u1015\u102b\u1019\u100a\u103a- #create vector to hold actual sales data actual &lt;- c(34, 37, 44, 47, 48, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>R in Naive Forecasting \u1000\u102d\u102f \u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1016\u103c\u1004\u1037\u103a \u1015\u103c\u102f\u101c\u102f\u1015\u103a\u1014\u100a\u103a\u1038<\/title>\n<meta name=\"description\" content=\"\u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u101e\u100a\u103a R \u1010\u103d\u1004\u103a 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