| Teraesvirta Neural Network Test (P-values) | White Neural Network Test (P-values) | Keenan. test | Tsay. test | ||
Chi-squared | F-test | Chi-squared | F-test | (P-values) | (P-values) | |
I. Primary Articles | 0.04461 | 0.04734 | 0.03647 | 0.03885 | 0.09221894 | 0.1922 |
(A) Food Articles | 0.06869 | 0.07229 | 0.05918 | 0.06247 | 0.1273514 | 0.1209 |
a. Food Grains (Cereals + Pulses) | 0.9541 | 0.955 | 0.9383 | 0.9395 | 0.08069297 | 0.7734 |
a1. Cereals | 0.9732 | 0.9737 | 0.9958 | 0.9959 | 0.06631098 | 0.9345 |
Bajra | 0.4029 | 0.4099 | 0.3381 | 0.3451 | 0.05075179 | 0.226 |
Barley | 0.3186 | 0.3256 | 0.3288 | 0.3358 | 0.7465105 | 0.5476 |
Jowar | 0.1725 | 0.1784 | 0.2203 | 0.2268 | 0.776705 | 0.4719 |
Maize | 0.4061 | 0.4132 | 0.3196 | 0.3266 | 0.036867 | 0.6792 |
Ragi | 0.4189 | 0.4259 | 0.4058 | 0.4128 | 0.0009637492 | 0.2061 |
Rice | 0.7365 | 0.7408 | 0.7384 | 0.7427 | 0.05332704 | 0.4518 |
Wheat | 0.4485 | 0.4554 | 0.4446 | 0.4516 | 0.9147521 | 0.3694 |
a2. Pulses | 0.5163 | 0.5228 | 0.4303 | 0.4373 | 0.9103442 | 0.5322 |
Arhar | 0.00878 | 0.009612 | 0.0136 | 0.01477 | 0.4625813 | 0.2111 |
Gram | 0.01657 | 0.01792 | 0.03374 | 0.036 | 0.8972337 | 0.2489 |
Masur | 0.4336 | 0.4406 | 0.4444 | 0.4513 | 0.3341514 | 0.2326 |
Moong | 0.03464 | 0.03694 | 0.03167 | 0.03383 | 0.7641363 | 0.09644 |
Urad | 0.4099 | 0.4169 | 0.4422 | 0.4492 | 0.3240917 | 0.5182 |
b. Fruits & Vegetables | 0.1199 | 0.1248 | 0.2604 | 0.2672 | 0.3587385 | 0.509 |
b1. Fruits | 0.4503 | 0.4572 | 0.7242 | 0.7286 | 0.3047148 | 0.6015 |
Banana | 0.5905 | 0.5965 | 0.5452 | 0.5515 | 0.8973245 | 0.6566 |
Coconut (Fresh) | 0.336 | 0.3431 | 0.3086 | 0.3156 | 0.05102102 | 0.002382 |
Cashew Nut | 0.217 | 0.2234 | 0.3349 | 0.342 | 0.8278932 | 0.5264 |
Guava | 0.00032 | 0.0003732 | 0.0004455 | 0.0005163 | 0.002606795 | 0.1273 |
Orange | 2.233e−06 | 2.863e−06 | 9.356e−07 | 1.22e−06 | 0.2618744 | 0.05438 |
Papaya | 0.432 | 0.439 | 0.3591 | 0.3662 | 0.03219896 | 0.6557 |
Pineapple | 0.07466 | 0.07845 | 0.09734 | 0.1018 | 0.5801982 | 0.1637 |
b2. Vegetables | 0.003945 | 0.004385 | 0.009366 | 0.01024 | 0.6558295 | 0.02901 |
Brinjal | 0.007236 | 0.007951 | 0.007541 | 0.008279 | 0.8363676 | 0.2594 |
Cabbage | 0.3167 | 0.3237 | 0.1413 | 0.1467 | 0.5090656 | Nan |
Ginger (Fresh) | 0.006349 | 0.006994 | 0.01411 | 0.01531 | 0.01249819 | 0.008934 |
Okra (Lady Finger) | 0.02365 | 0.0254 | 0.07099 | 0.07467 | 0.5066745 | 0.2982 |
Onion | 0.005903 | 0.006512 | 0.01997 | 0.02152 | 0.00116338 | 0.03271 |
Potato | 0.9097 | 0.9114 | 0.7935 | 0.797 | 0.007461894 | 0.8436 |
Sweet Potato | 0.316 | 0.323 | 0.4758 | 0.4826 | 0.02517194 | 0.6253 |
Tapioca | 0.01831 | 0.01977 | 0.05529 | 0.05843 | 0.8478382 | 0.4848 |
c. Milk | 9.475e−06 | 1.182e−05 | 3.59e−07 | 4.767e−07 | 0.3954892 | 0.5834 |
d. Eggs, Meat & Fish | 0.1071 | 0.1117 | 0.04599 | 0.04878 | 0.08062699 | 0.5325 |