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Ufumbuzi - Uwezekano wa kufika katika usambazaji wa kawaida wa kawaida

Uwezekano wa kumalizika 99.832%
99.832%

Maelezo kwa hatua

1. Tafuta uwezekano wa kumalizika wa alama za z hadi 3.136

Tumia jedwali la z-takrif positive kupata thamani inayolingana na 3.136. Thamani hii ni uwezekano wa cumul unaoweza kuwasili katika eneo la kushoto ya 3.136.

Z0.00 0.01 0.02 0.03 0.04 0.05 0.06 0.07 0.08 0.09
0.00.50.503990.507980.511970.515950.519940.523920.52790.531880.53586
0.10.539830.54380.547760.551720.555670.559620.563560.567490.571420.57535
0.20.579260.583170.587060.590950.594830.598710.602570.606420.610260.61409
0.30.617910.621720.625520.62930.633070.636830.640580.644310.648030.65173
0.40.655420.65910.662760.66640.670030.673640.677240.680820.684390.68793
0.50.691460.694970.698470.701940.70540.708840.712260.715660.719040.7224
0.60.725750.729070.732370.735650.738910.742150.745370.748570.751750.7549
0.70.758040.761150.764240.76730.770350.773370.776370.779350.78230.78524
0.80.788140.791030.793890.796730.799550.802340.805110.807850.810570.81327
0.90.815940.818590.821210.823810.826390.828940.831470.833980.836460.83891
1.00.841340.843750.846140.848490.850830.853140.855430.857690.859930.86214
1.10.864330.86650.868640.870760.872860.874930.876980.8790.8810.88298
1.20.884930.886860.888770.890650.892510.894350.896170.897960.899730.90147
1.30.90320.90490.906580.908240.909880.911490.913080.914660.916210.91774
1.40.919240.920730.92220.923640.925070.926470.927850.929220.930560.93189
1.50.933190.934480.935740.936990.938220.939430.940620.941790.942950.94408
1.60.94520.94630.947380.948450.94950.950530.951540.952540.953520.95449
1.70.955430.956370.957280.958180.959070.959940.96080.961640.962460.96327
1.80.964070.964850.965620.966380.967120.967840.968560.969260.969950.97062
1.90.971280.971930.972570.97320.973810.974410.9750.975580.976150.9767
2.00.977250.977780.978310.978820.979320.979820.98030.980770.981240.98169
2.10.982140.982570.9830.983410.983820.984220.984610.9850.985370.98574
2.20.98610.986450.986790.987130.987450.987780.988090.98840.98870.98899
2.30.989280.989560.989830.99010.990360.990610.990860.991110.991340.99158
2.40.99180.992020.992240.992450.992660.992860.993050.993240.993430.99361
2.50.993790.993960.994130.99430.994460.994610.994770.994920.995060.9952
2.60.995340.995470.99560.995730.995850.995980.996090.996210.996320.99643
2.70.996530.996640.996740.996830.996930.997020.997110.99720.997280.99736
2.80.997440.997520.99760.997670.997740.997810.997880.997950.998010.99807
2.90.998130.998190.998250.998310.998360.998410.998460.998510.998560.99861
3.00.998650.998690.998740.998780.998820.998860.998890.998930.998960.999
3.10.999030.999060.99910.999130.999160.999180.999210.999240.999260.99929
3.20.999310.999340.999360.999380.99940.999420.999440.999460.999480.9995
3.30.999520.999530.999550.999570.999580.99960.999610.999620.999640.99965
3.40.999660.999680.999690.99970.999710.999720.999730.999740.999750.99976
3.50.999770.999780.999780.999790.99980.999810.999810.999820.999830.99983
3.60.999840.999850.999850.999860.999860.999870.999870.999880.999880.99989
3.70.999890.99990.99990.99990.999910.999910.999920.999920.999920.99992
3.80.999930.999930.999930.999940.999940.999940.999940.999950.999950.99995
3.90.999950.999950.999960.999960.999960.999960.999960.999960.999970.99997

A z-score ya 3.136 inalingana na eneo la 0.99916
p(z<3.136)=0.99916
Uwezekano wa jumla kwamba z<3.136 ni 99.916%

2. Tafuta uwezekano wa kumalizika wa alama za z hadi 3.136

Tumia jedwali ya negative z-table ili kupata thamani inayolingana na 3.136. Thamani hii ni uwezekano wa jumla wa eneo upande wa kushoto wa 3.136.

Z0.00 0.01 0.02 0.03 0.04 0.05 0.06 0.07 0.08 0.09
-3.90.000050.000050.000040.000040.000040.000040.000040.000040.000030.00003
-3.80.000070.000070.000070.000060.000060.000060.000060.000050.000050.00005
-3.70.000110.00010.00010.00010.000090.000090.000080.000080.000080.00008
-3.60.000160.000150.000150.000140.000140.000130.000130.000120.000120.00011
-3.50.000230.000220.000220.000210.00020.000190.000190.000180.000170.00017
-3.40.000340.000320.000310.00030.000290.000280.000270.000260.000250.00024
-3.30.000480.000470.000450.000430.000420.00040.000390.000380.000360.00035
-3.20.000690.000660.000640.000620.00060.000580.000560.000540.000520.0005
-3.10.000970.000940.00090.000870.000840.000820.000790.000760.000740.00071
-3.00.001350.001310.001260.001220.001180.001140.001110.001070.001040.001
-2.90.001870.001810.001750.001690.001640.001590.001540.001490.001440.00139
-2.80.002560.002480.00240.002330.002260.002190.002120.002050.001990.00193
-2.70.003470.003360.003260.003170.003070.002980.002890.00280.002720.00264
-2.60.004660.004530.00440.004270.004150.004020.003910.003790.003680.00357
-2.50.006210.006040.005870.00570.005540.005390.005230.005080.004940.0048
-2.40.00820.007980.007760.007550.007340.007140.006950.006760.006570.00639
-2.30.010720.010440.010170.00990.009640.009390.009140.008890.008660.00842
-2.20.01390.013550.013210.012870.012550.012220.011910.01160.01130.01101
-2.10.017860.017430.0170.016590.016180.015780.015390.0150.014630.01426
-2.00.022750.022220.021690.021180.020680.020180.01970.019230.018760.01831
-1.90.028720.028070.027430.02680.026190.025590.0250.024420.023850.0233
-1.80.035930.035150.034380.033620.032880.032160.031440.030740.030050.02938
-1.70.044570.043630.042720.041820.040930.040060.03920.038360.037540.03673
-1.60.05480.05370.052620.051550.05050.049470.048460.047460.046480.04551
-1.50.066810.065520.064260.063010.061780.060570.059380.058210.057050.05592
-1.40.080760.079270.07780.076360.074930.073530.072150.070780.069440.06811
-1.30.09680.09510.093420.091760.090120.088510.086920.085340.083790.08226
-1.20.115070.113140.111230.109350.107490.105650.103830.102040.100270.09853
-1.10.135670.13350.131360.129240.127140.125070.123020.1210.1190.11702
-1.00.158660.156250.153860.151510.149170.146860.144570.142310.140070.13786
-0.90.184060.181410.178790.176190.173610.171060.168530.166020.163540.16109
-0.80.211860.208970.206110.203270.200450.197660.194890.192150.189430.18673
-0.70.241960.238850.235760.23270.229650.226630.223630.220650.21770.21476
-0.60.274250.270930.267630.264350.261090.257850.254630.251430.248250.2451
-0.50.308540.305030.301530.298060.29460.291160.287740.284340.280960.2776
-0.40.344580.34090.337240.33360.329970.326360.322760.319180.315610.31207
-0.30.382090.378280.374480.37070.366930.363170.359420.355690.351970.34827
-0.20.420740.416830.412940.409050.405170.401290.397430.393580.389740.38591
-0.10.460170.45620.452240.448280.444330.440380.436440.432510.428580.42465
0.00.50.496010.492020.488030.484050.480060.476080.47210.468120.46414

A z-score ya 3.136 inalingana na eneo la 0.00084
p(z<3.136)=0.00084
Uwezekano wa jumla kwamba z<3.136 ni 0.084%

3. Hesabu uwezekano wa kumalizika kati ya 3.136 na -3.136

Ili kupata uwezekano wa jumla wa eneo kati ya alama mbili za z, toa uwezekano mdogo wa jumla (kila kitu kwa upande wa kushoto wa 3.136) kutoka kwa uwezekano mkubwa wa jumla (kila kitu kwa upande wa kushoto wa 3.136):

0.999160.00084=0.99832
p(3.136<z<3.136)=0.99832
Uwezekano wa jumla kuwa 3.136<z<3.136 ni 99.832%

Kwa nini kujifunza hii

Usambazaji wa kawaida ni muhimu kwa sababu tunauona mara nyingi katika maumbile. Tufikirie tukikusanya vipimo vingi visivyohusiana, kama urefu wa binadamu, kusoma kwa shinikizo la damu, au alama za IQ. Vitafuata usambazaji wa kawaida.

Tunaona vitu vingi vya kawaida katika saikolojia. Kwa mfano, uwezo wa kusoma, introversion au kutosheleza kazi. Katika uwekezaji, usambazaji wa kawaida unaonyesha kurudi kwa madarasa ya mali. Ingawa usambazaji huu ni kawaida tu, ni karibu sana, na tunaweza kuutendea kama wa kawaida.

Usambazaji wa kawaida ni rahisi kufanya kazi na. Mitihani mingi ya takwimu inategemea yeye. Zaidi ya hayo, mitihani hii inafanya kazi vizuri hata wakati usambazaji ni kawaida tu. Kwa mfano, ukijua wastani na kiasi cha utambuzi cha seti, na seti inafuata usambazaji wa kawaida, tunaweza kubadilisha kati ya asilimia na alama za jumla.

Usambazaji wowote wa kawaida unaweza kufanywa kawaida kwa usambazaji wa kawaida. Kwa namna hiyo, tunaweza kulinganisha seti mbili au zaidi za data. Kwa kutumia usambazaji wa kawaida, tunaweza kukadiria uwezekano wa matukio yanayohusisha usambazaji wa kawaida. Kwa njia hii, tunaweza kukadiria jinsi mtu atakavyokua kwa mfano.