18
The Binomial Distribution 198 0.86 170.28 170.28 29019.12 4.88254 23.8392 Standard Deviation = 4.88254 is the PDF is the (Cumulative) Distribution Function x 0 8.58E-170 8.58E-170 0 0 1 1.04E-166 1.04E-166 1.04E-166 1.04E-166 2 6.31E-164 6.32E-164 1.26E-163 2.52E-163 3 2.53E-161 2.54E-161 7.60E-161 2.28E-160 4 7.59E-159 7.61E-159 3.03E-158 1.21E-157 5 1.81E-156 1.82E-156 9.04E-156 4.52E-155 6 3.57E-154 3.59E-154 2.14E-153 1.29E-152 7 6.02E-152 6.06E-152 4.21E-151 2.95E-150 8 8.83E-150 8.89E-150 7.06E-149 5.65E-148 9 1.14E-147 1.15E-147 1.03E-146 9.27E-146 10 1.33E-145 1.34E-145 1.33E-144 1.33E-143 11 1.40E-143 1.41E-143 1.54E-142 1.69E-141 12 1.34E-141 1.35E-141 1.60E-140 1.92E-139 13 1.17E-139 1.19E-139 1.53E-138 1.98E-137 14 9.53E-138 9.65E-138 1.33E-136 1.87E-135 15 7.18E-136 7.28E-136 1.08E-134 1.62E-133 16 5.05E-134 5.12E-134 8.07E-133 1.29E-131 17 3.32E-132 3.37E-132 5.64E-131 9.59E-130 18 2.05E-130 2.08E-130 3.69E-129 6.64E-128 19 1.19E-128 1.21E-128 2.27E-127 4.31E-126 20 6.56E-127 6.68E-127 1.31E-125 2.62E-124 21 3.41E-125 3.48E-125 7.17E-124 1.51E-122 22 1.69E-123 1.72E-123 3.71E-122 8.17E-121 23 7.93E-122 8.11E-122 1.82E-120 4.20E-119 24 3.55E-120 3.63E-120 8.53E-119 2.05E-117 25 1.52E-118 1.56E-118 3.80E-117 9.50E-116 26 6.21E-117 6.37E-117 1.61E-115 4.20E-114 27 2.43E-115 2.49E-115 6.56E-114 1.77E-112 28 9.12E-114 9.37E-114 2.55E-112 7.15E-111 29 3.28E-112 3.38E-112 9.52E-111 2.76E-109 30 1.14E-110 1.17E-110 3.41E-109 1.02E-107 n = p = < x > = mean = np = Sum of x*b(x) = < x 2 > = Sum of x 2 *b(x) = < x 2 > - <x> 2 = Variance = np(1 - p) b(x) B(x) b(x) B(x) x*b(x) x 2 *b(x) 0 0.01 0.02 0.03 0.04 0.05 0.06 0.07 0.08 0.09

Binomial Dist 10 1

Embed Size (px)

Citation preview

Page 1: Binomial Dist 10 1

The Binomial Distribution

1980.86

170.28170.28

29019.12

4.8825423.8392

Standard Deviation = 4.88254is the PDFis the (Cumulative) Distribution Function

x0 8.58E-170 8.58E-170 0 01 1.04E-166 1.04E-166 1.04E-166 1.04E-1662 6.31E-164 6.32E-164 1.26E-163 2.52E-1633 2.53E-161 2.54E-161 7.60E-161 2.28E-1604 7.59E-159 7.61E-159 3.03E-158 1.21E-1575 1.81E-156 1.82E-156 9.04E-156 4.52E-1556 3.57E-154 3.59E-154 2.14E-153 1.29E-1527 6.02E-152 6.06E-152 4.21E-151 2.95E-1508 8.83E-150 8.89E-150 7.06E-149 5.65E-1489 1.14E-147 1.15E-147 1.03E-146 9.27E-14610 1.33E-145 1.34E-145 1.33E-144 1.33E-14311 1.40E-143 1.41E-143 1.54E-142 1.69E-14112 1.34E-141 1.35E-141 1.60E-140 1.92E-13913 1.17E-139 1.19E-139 1.53E-138 1.98E-13714 9.53E-138 9.65E-138 1.33E-136 1.87E-13515 7.18E-136 7.28E-136 1.08E-134 1.62E-13316 5.05E-134 5.12E-134 8.07E-133 1.29E-13117 3.32E-132 3.37E-132 5.64E-131 9.59E-13018 2.05E-130 2.08E-130 3.69E-129 6.64E-12819 1.19E-128 1.21E-128 2.27E-127 4.31E-12620 6.56E-127 6.68E-127 1.31E-125 2.62E-12421 3.41E-125 3.48E-125 7.17E-124 1.51E-12222 1.69E-123 1.72E-123 3.71E-122 8.17E-12123 7.93E-122 8.11E-122 1.82E-120 4.20E-11924 3.55E-120 3.63E-120 8.53E-119 2.05E-11725 1.52E-118 1.56E-118 3.80E-117 9.50E-11626 6.21E-117 6.37E-117 1.61E-115 4.20E-11427 2.43E-115 2.49E-115 6.56E-114 1.77E-11228 9.12E-114 9.37E-114 2.55E-112 7.15E-11129 3.28E-112 3.38E-112 9.52E-111 2.76E-10930 1.14E-110 1.17E-110 3.41E-109 1.02E-107

n =p =< x > = mean = np =Sum of x*b(x) =

< x2 > = Sum of x2*b(x) =

< x2 > - <x>2 =Variance = np(1 - p)

b(x)B(x)

b(x) B(x) x*b(x) x2*b(x)

0

0.01

0.02

0.03

0.04

0.05

0.06

0.07

0.08

0.09Binomial Distribution

Page 2: Binomial Dist 10 1

31 3.78E-109 3.90E-109 1.17E-107 3.63E-10632 1.21E-107 1.25E-107 3.88E-106 1.24E-10433 3.75E-106 3.87E-106 1.24E-104 4.08E-10334 1.12E-104 1.16E-104 3.80E-103 1.29E-10135 3.21E-103 3.33E-103 1.13E-101 3.94E-10036 8.94E-102 9.27E-102 3.22E-100 1.16E-09837 2.40E-100 2.50E-100 8.90E-099 3.29E-09738 6.26E-099 6.51E-099 2.38E-097 9.04E-09639 1.58E-097 1.64E-097 6.15E-096 2.40E-09440 3.85E-096 4.02E-096 1.54E-094 6.16E-09341 9.12E-095 9.52E-095 3.74E-093 1.53E-09142 2.09E-093 2.19E-093 8.79E-092 3.69E-09043 4.67E-092 4.88E-092 2.01E-090 8.63E-08944 1.01E-090 1.06E-090 4.44E-089 1.95E-08745 2.12E-089 2.23E-089 9.55E-088 4.30E-08646 4.34E-088 4.56E-088 1.99E-086 9.18E-08547 8.61E-087 9.07E-087 4.05E-085 1.90E-08348 1.66E-085 1.76E-085 7.99E-084 3.84E-08249 3.13E-084 3.31E-084 1.53E-082 7.52E-08150 5.73E-083 6.06E-083 2.87E-081 1.43E-07951 1.02E-081 1.08E-081 5.21E-080 2.66E-07852 1.77E-080 1.88E-080 9.22E-079 4.80E-07753 3.00E-079 3.19E-079 1.59E-077 8.43E-07654 4.95E-078 5.27E-078 2.67E-076 1.44E-07455 7.96E-077 8.49E-077 4.38E-075 2.41E-07356 1.25E-075 1.33E-075 7.00E-074 3.92E-07257 1.91E-074 2.05E-074 1.09E-072 6.21E-07158 2.85E-073 3.06E-073 1.66E-071 9.60E-07059 4.16E-072 4.47E-072 2.46E-070 1.45E-06860 5.92E-071 6.37E-071 3.55E-069 2.13E-06761 8.23E-070 8.87E-070 5.02E-068 3.06E-06662 1.12E-068 1.21E-068 6.93E-067 4.29E-06563 1.48E-067 1.60E-067 9.33E-066 5.88E-06464 1.92E-066 2.08E-066 1.23E-064 7.86E-06365 2.43E-065 2.64E-065 1.58E-063 1.03E-06166 3.01E-064 3.27E-064 1.99E-062 1.31E-06067 3.64E-063 3.97E-063 2.44E-061 1.63E-05968 4.31E-062 4.71E-062 2.93E-060 1.99E-05869 4.99E-061 5.46E-061 3.44E-059 2.37E-05770 5.65E-060 6.19E-060 3.95E-058 2.77E-05671 6.25E-059 6.87E-059 4.44E-057 3.15E-05572 6.77E-058 7.46E-058 4.88E-056 3.51E-05473 7.18E-057 7.93E-057 5.24E-055 3.83E-05374 7.45E-056 8.25E-056 5.52E-054 4.08E-05275 7.57E-055 8.39E-055 5.68E-053 4.26E-051

Page 3: Binomial Dist 10 1

76 7.53E-054 8.37E-054 5.72E-052 4.35E-05077 7.32E-053 8.16E-053 5.64E-051 4.34E-04978 6.98E-052 7.80E-052 5.44E-050 4.25E-04879 6.51E-051 7.29E-051 5.15E-049 4.06E-04780 5.95E-050 6.68E-050 4.76E-048 3.81E-04681 5.33E-049 5.99E-049 4.31E-047 3.49E-04582 4.67E-048 5.27E-048 3.83E-046 3.14E-04483 4.01E-047 4.53E-047 3.33E-045 2.76E-04384 3.37E-046 3.82E-046 2.83E-044 2.38E-04285 2.78E-045 3.16E-045 2.36E-043 2.01E-04186 2.24E-044 2.56E-044 1.93E-042 1.66E-04087 1.77E-043 2.03E-043 1.54E-041 1.34E-03988 1.37E-042 1.58E-042 1.21E-040 1.06E-03889 1.04E-041 1.20E-041 9.28E-040 8.26E-03890 7.76E-041 8.96E-041 6.98E-039 6.28E-03791 5.65E-040 6.55E-040 5.15E-038 4.68E-03692 4.04E-039 4.70E-039 3.72E-037 3.42E-03593 2.83E-038 3.30E-038 2.63E-036 2.45E-03494 1.94E-037 2.27E-037 1.82E-035 1.71E-03395 1.31E-036 1.53E-036 1.24E-034 1.18E-03296 8.60E-036 1.01E-035 8.26E-034 7.93E-03297 5.56E-035 6.57E-035 5.39E-033 5.23E-03198 3.52E-034 4.17E-034 3.45E-032 3.38E-03099 2.18E-033 2.60E-033 2.16E-031 2.14E-029

100 1.33E-032 1.59E-032 1.33E-030 1.33E-028101 7.91E-032 9.50E-032 7.99E-030 8.07E-028102 4.62E-031 5.57E-031 4.71E-029 4.81E-027103 2.65E-030 3.20E-030 2.73E-028 2.81E-026104 1.48E-029 1.81E-029 1.54E-027 1.61E-025105 8.17E-029 9.97E-029 8.57E-027 9.00E-025106 4.40E-028 5.40E-028 4.67E-026 4.95E-024107 2.32E-027 2.86E-027 2.49E-025 2.66E-023108 1.20E-026 1.49E-026 1.30E-024 1.40E-022109 6.10E-026 7.59E-026 6.65E-024 7.25E-022110 3.03E-025 3.79E-025 3.34E-023 3.67E-021111 1.48E-024 1.86E-024 1.64E-022 1.82E-020112 7.05E-024 8.90E-024 7.89E-022 8.84E-020113 3.30E-023 4.19E-023 3.72E-021 4.21E-019114 1.51E-022 1.93E-022 1.72E-020 1.96E-018115 6.77E-022 8.70E-022 7.79E-020 8.96E-018116 2.98E-021 3.85E-021 3.45E-019 4.01E-017117 1.28E-020 1.67E-020 1.50E-018 1.75E-016118 5.40E-020 7.07E-020 6.38E-018 7.52E-016119 2.23E-019 2.94E-019 2.66E-017 3.16E-015120 9.02E-019 1.20E-018 1.08E-016 1.30E-014

Page 4: Binomial Dist 10 1

121 3.57E-018 4.77E-018 4.32E-016 5.23E-014122 1.39E-017 1.86E-017 1.69E-015 2.06E-013123 5.26E-017 7.12E-017 6.47E-015 7.96E-013124 1.95E-016 2.67E-016 2.42E-014 3.00E-012125 7.10E-016 9.77E-016 8.88E-014 1.11E-011126 2.53E-015 3.51E-015 3.19E-013 4.01E-011127 8.81E-015 1.23E-014 1.12E-012 1.42E-010128 3.00E-014 4.23E-014 3.84E-012 4.92E-010129 1.00E-013 1.42E-013 1.29E-011 1.66E-009130 3.26E-013 4.68E-013 4.24E-011 5.51E-009131 1.04E-012 1.51E-012 1.36E-010 1.78E-008132 3.24E-012 4.75E-012 4.28E-010 5.65E-008133 9.88E-012 1.46E-011 1.31E-009 1.75E-007134 2.94E-011 4.41E-011 3.95E-009 5.29E-007135 8.58E-011 1.30E-010 1.16E-008 1.56E-006136 2.44E-010 3.74E-010 3.32E-008 4.51E-006137 6.78E-010 1.05E-009 9.29E-008 1.27E-005138 1.84E-009 2.89E-009 2.54E-007 3.51E-005139 4.88E-009 7.78E-009 6.79E-007 9.44E-005140 1.26E-008 2.04E-008 1.77E-006 0.000248141 3.20E-008 5.24E-008 4.51E-006 0.000635142 7.88E-008 1.31E-007 1.12E-005 0.001589143 1.90E-007 3.21E-007 2.71E-005 0.003876144 4.45E-007 7.65E-007 6.40E-005 0.009221145 1.02E-006 1.78E-006 0.000148 0.021389146 2.27E-006 4.05E-006 0.000331 0.048357147 4.93E-006 8.98E-006 0.000725 0.106523148 1.04E-005 1.94E-005 0.001544 0.228566149 2.15E-005 4.09E-005 0.003205 0.477545150 4.32E-005 8.41E-005 0.006475 0.971179151 8.43E-005 0.000168 0.012727 1.921788152 0.00016 0.000328 0.024334 3.698821153 0.000296 0.000624 0.045238 6.92143154 0.000531 0.001155 0.081733 12.58684155 0.000925 0.00208 0.143449 22.23463156 0.001567 0.003647 0.244459 38.13555157 0.002575 0.006223 0.404297 63.47463158 0.004105 0.010327 0.648567 102.4737159 0.006344 0.016671 1.008622 160.3709160 0.009498 0.026169 1.51973 243.1568161 0.013771 0.039941 2.217177 356.9655162 0.019321 0.059262 3.130017 507.0627163 0.026213 0.085475 4.272722 696.4536164 0.034365 0.119839 5.635798 924.2709165 0.043499 0.163338 7.177297 1184.254

Page 5: Binomial Dist 10 1

166 0.053119 0.216457 8.817822 1463.758167 0.062526 0.278983 10.44176 1743.774168 0.070873 0.349856 11.90664 2000.316169 0.077283 0.427139 13.06086 2207.285170 0.080985 0.508124 13.76745 2340.466171 0.081459 0.589583 13.92942 2381.93172 0.078549 0.668132 13.51049 2323.804173 0.072517 0.740649 12.54545 2170.363174 0.064003 0.804652 11.13655 1937.759175 0.053919 0.858571 9.435893 1651.281176 0.043284 0.901856 7.61804 1340.775177 0.033048 0.934904 5.849566 1035.373178 0.023951 0.958855 4.263243 758.8573179 0.016439 0.975294 2.942527 526.7124180 0.010659 0.985953 1.918631 345.3536181 0.006512 0.992464 1.178588 213.3244182 0.003736 0.996201 0.67999 123.7582183 0.002007 0.998207 0.367216 67.20054184 0.001005 0.999212 0.184898 34.02124185 0.000467 0.999679 0.08642 15.98765186 0.000201 0.99988 0.037304 6.938537187 7.91E-005 0.999959 0.014784 2.764619188 2.84E-005 0.999987 0.005342 1.004322189 9.24E-006 0.999996 0.001746 0.329905190 2.69E-006 0.999999 0.000511 0.097014191 6.91E-007 1 0.000132 0.025224192 1.55E-007 1 2.97E-005 0.005708193 2.96E-008 1 5.71E-006 0.001102194 4.68E-009 1 9.08E-007 0.000176195 5.90E-010 1 1.15E-007 2.24E-005196 5.55E-011 1 1.09E-008 2.13E-006197 3.46E-012 1 6.81E-010 1.34E-007198 1.07E-013 1 2.12E-011 4.21E-009199 0 1 0 0200 0 1 0 0201 0 1 0 0202 0 1 0 0203 0 1 0 0204 0 1 0 0205 0 1 0 0206 0 1 0 0207 0 1 0 0208 0 1 0 0209 0 1 0 0210 0 1 0 0

Page 6: Binomial Dist 10 1

211 0 1 0 0212 0 1 0 0213 0 1 0 0214 0 1 0 0215 0 1 0 0216 0 1 0 0217 0 1 0 0218 0 1 0 0219 0 1 0 0220 0 1 0 0221 0 1 0 0222 0 1 0 0223 0 1 0 0224 0 1 0 0225 0 1 0 0226 0 1 0 0227 0 1 0 0228 0 1 0 0229 0 1 0 0230 0 1 0 0231 0 1 0 0232 0 1 0 0233 0 1 0 0234 0 1 0 0235 0 1 0 0236 0 1 0 0237 0 1 0 0238 0 1 0 0239 0 1 0 0240 0 1 0 0241 0 1 0 0242 0 1 0 0243 0 1 0 0

1

Page 7: Binomial Dist 10 1

0

0.01

0.02

0.03

0.04

0.05

0.06

0.07

0.08

0.09Binomial Distribution

Page 8: Binomial Dist 10 1
Page 9: Binomial Dist 10 1
Page 10: Binomial Dist 10 1
Page 11: Binomial Dist 10 1
Page 12: Binomial Dist 10 1
Page 13: Binomial Dist 10 1

0

0.01

0.02

0.03

0.04

0.05

0.06

0.07

0.08

0.09Binomial Distribution

Page 14: Binomial Dist 10 1
Page 15: Binomial Dist 10 1
Page 16: Binomial Dist 10 1
Page 17: Binomial Dist 10 1
Page 18: Binomial Dist 10 1