ᕉᓚᑦ: ᓈᓴᐃᓂᖅ · ᓈᓴᐃᓂᕐᒧᑦ ᐊᐱᖅᑯᑎ · 7 ᒥᓂᑦ

ᐊᐱᖅᑯᑎ: ᖃᖓᒃᑯᑦ ᓯᕉ ᓴᖅᑭᑦᑐᖅ

ᓯᕉ ᐊᔾᔨᒌᒃᑎᓪᓗᒋᑦ 37 ᑲᐃᕙᕐᓂᓂ ᐊᑕᐅᓯᐊᖅ ᓴᖅᑭᕙᒃᑐᖅ. ᓱᓕᓪᓚᕆᒃᑐᒥᒃ ᖃᓄᖅ ᐊᑯᓂᐅᑎᒋᔪᒥᒃ ᐅᑕᖅᑭᕙᖅᐱᑦ, ᖃᓄᐃᓕᐅᖅᐸᓪᓗ ᐊᔾᔨᒌᒃᑐᒥᒃ ᐊᑭᓕᐅᑎᓕᓐᓄᑦ ᐱᙳᐊᖅᑎᒧᑦ?

ᓇᐃᑦᑐᖅ ᑭᐅᔾᔪᑎ

ᓯᕉ ᐅᑕᖅᑭᓂᖅ geometric-ᖑᔪᖅ: ᐊᔾᔨᒌᒃᑎᑕᐅᔪᖅ 37 ᑲᐃᕙᕐᓃᑦ, ᖃᑎᒃᑐᖅ 25, ᐅᑕᖅᑭᓃᓪᓗ ᒪᕐᕉᒃ ᖁᓕᑦ ᐃᓗᐊᓂ ᐊᑕᐅᓯᐊᖅ 110 ᑲᐃᕙᕐᓂᓂᑦ ᐊᑯᓂᐅᓂᖅᓴᐅᕙᒃᑐᖅ. 200 ᑲᐃᕙᕐᓂᓕᒻᒥ ᐱᙳᐊᖅᑕᐅᓂᖓᓂ ᐊᔾᔨᒌᒃᑐᒥᒃ ᐊᑭᓕᐅᑎᓕᓐᓄᑦ ᐱᙳᐊᖅᑎ 5.4 ᓯᕉᓂᒃ ᓂᕆᐅᒃᓴᖅᑐᖅ, ᑕᑯᔪᓐᓇᖅᑐᓗ 1-ᒥᑦ 10-ᒧᑦ.

ᐊᔾᔨᒌᒃᑎᑕᐅᔪᖅ ᐅᑕᖅᑭᓂᖅ
37 ᑲᐃᕙᕐᓃᑦ
ᖃᑎᒃᑐᖅ ᐅᑕᖅᑭᓂᖅ
25 ᑲᐃᕙᕐᓃᑦ
p(100 ᑲᐃᕙᕐᓂᓂ ᓯᕉᖃᙱᓐᓂᖅ)
6.5%
200 ᑲᐃᕙᕐᓂᓂ ᓯᕉᑦ
5.4 ± 2.3

ᐊᐱᖅᑯᑎ

ᓯᕉᐊᒃᓴᓗᐊᖅᓯᕉᐊᑕᐅᓯᖅ ᐅᔾᔪᐊᕌᔭᒃ ᐃᓂ ᐊᔾᔨᒌᒃᑐᒥᒃ ᐊᑭᓕᐅᑎᓕᖕᓄᑦ, ᑕᓴᓐᓄᑦ ᓇᑉᐸᖅᑐᓄᓪᓘᓐᓃᑦ ᐱᙳᐊᕈᑏᑦ ᐃᓚᐅᑎᙱᑕᖓ; ᑳᓯᓅᑉ ᐃᓚᖓᑕ ᐱᓇᓪᓗᑎᖓ. ᐊᓯᐊᓂ ᐊᑎᖏᑦ: ᐊᑕᐅᓯᖅ ᓯᕉ, 0.ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ → ᑲᐃᕙᕐᓂᕐᒧᑦ 1/37-ᒥᒃ ᐱᔪᓐᓇᕐᓂᖃᖅᑐᖅᓈᓴᐃᓂᖅᐱᔪᓐᓇᕐᓂᖅᐱᓐᓂᐅᑉ ᐱᔪᓐᓇᕐᓂᖓ, 0-ᒥᑦ 1-ᒧᑦ ᐅᕝᕙᓘᓐᓃᑦ 0%-ᒥᑦ 100%-ᒧᑦ. ᓈᓴᐅᑎ ᐊᑕᐅᓯᖅ: 1/37 = 2.70%.ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ →. (a) ᑐᓪᓕᐊᓂ 37 ᑲᐃᕙᕐᓂᓂ ᓯᕉᖃᙱᓐᓂᕐᒧᑦ ᐱᔪᓐᓇᕐᓂᖅ ᖃᓄᐃᑦᑐᖅ? (b) ᖃᑎᒃᑐᖅ ᐅᑕᖅᑭᓂᖅ ᖃᓄᐃᑦᑐᖅ? (c) 200 ᑲᐃᕙᕐᓂᓕᒻᒥ ᐊᔾᔨᒌᒃᑐᒥᒃ ᐊᑭᓕᐅᑎᓕᒃ ᐱᙳᐊᖅᑕᐅᓂᖓᓂ, ᐱᙳᐊᖅᑎ ᓯᕉᓂᒃ ᖃᑦᓯᓂᒃ ᓂᕆᐅᒃᓴᖅᐸ, ᑭᒡᓕᖏᓪᓗ ᖃᓄᐃᑦᑑᕙ?

ᑭᐅᔾᔪᑏᑦ

(a) (36/37)³⁷ = 36.3%. ᐱᖓᓱᓂ ᐊᑕᐅᓯᐊᓂᑦ ᐊᒥᓲᓂᖅᓴᓂ, 37 ᑲᐃᕙᕐᓃᑦ ᓯᕉᖃᓐᖏᑦᑑᓪᓚᕆᑦᑐᑦ; ᑕᒪᓐᓇ ᐊᔾᔨᒋᔭᖓ ᓈᓴᐃᓂᖅ “37 ᑲᐃᕙᕐᓂᓂ ᐊᑕᐅᓯᕐᒧᑦ ᐱᙳᐊᕈᑎᐱᙳᐊᕈᑎᐊᑕᐅᓯᕐᒧᑦ ᐱᙳᐊᕈᑎᓈᓴᐅᑎ ᐊᑕᐅᓯᖅ, ᐊᑭᓕᐅᑎ 35:1.ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ → ᐊᑕᐅᑦᑎᐊᖅ ᐅᖓᑖᓄᓪᓘᓐᓃᑦ ᓴᖅᑭᓂᐊᕐᓂᖓ” 63.7% ᑐᐊᖑᓂᖓᓂᒃ. (b) ᐅᑕᖅᑭᓂᖅ W geometric-ᖑᔪᖅ; p(W > k) = (36/37)ᵏ; ᖃᑎᒃᑐᖅ k-ᖑᔪᖅ ᑕᒪᓐᓇ 0.5-ᒥᒃ ᖃᖏᖅᑕᖓ, ᑕᒪᓐᓇ k ≈ 25. ᐅᑕᖅᑭᓃᑦ ᓇᑉᐸᖏᑦ 25 ᑲᐃᕙᕐᓃᑦ ᐅᕝᕙᓘᓐᓃᑦ ᓇᐃᓂᖅᓴᐅᔪᑦ, ᓇᑉᐸᖏᓪᓗ ᐊᑯᓂᐅᓂᖅᓴᐅᔪᑦ; ᐊᔾᔨᒌᒃᑎᑕᐅᔪᖅ 37 ᐊᖏᓕᖅᑎᑕᐅᔪᖅ ᐊᑯᓂᐅᓗᐊᖅᑐᓄᑦ ᐅᑕᖅᑭᓂᕐᓄᑦ. (c) 200 ᑲᐃᕙᕐᓂᓂ ᓯᕉᑦ binomial-ᖑᔪᑦ, ᐊᔾᔨᒌᒃᑎᑕᐅᔪᖅ 200/37 = 5.4, ᐊᔾᔨᒌᙱᓐᓂᐅᑉ ᐊᑦᔨᐅᑎᖓᓗᓈᓴᐃᓂᖅᐊᔾᔨᒌᙱᓐᓂᐅᑉ ᐊᑦᔨᐅᑎᖓᐊᔾᔨᒌᙱᓐᓂᐅᑉ ᓯᑭᐊᖅᑐᓂᖓ (√); ᐱᓐᓂᐅᑉ ᓂᕆᐅᒋᔭᐅᔪᒥᑦ ᐊᑐᐃᓐᓇᐅᒐᔪᒃᑐᖅ ᐅᖓᓯᑦᑎᒋᓂᖓ.ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ → √(200 × (1/37) × (36/37)) ≈ 2.3. 95% ᑭᒡᓕᖏᑦ ᖃᓂᒋᔭᖓ 1-ᒥᑦ 10-ᒧᑦ.

ᓯᕉ ᐅᑕᖅᑭᓂᖅᐱᔪᓐᓇᕐᓂᖅ
10 ᑲᐃᕙᕐᓂᓂ ᐃᓗᐊᓂ24.0%
25 ᑲᐃᕙᕐᓂᓂ ᐃᓗᐊᓂ49.6%
37 ᑲᐃᕙᕐᓂᓂ ᐃᓗᐊᓂ63.7%
50 ᑲᐃᕙᕐᓂᓂ ᐃᓗᐊᓂ74.6%
100 ᑲᐃᕙᕐᓂᓂ ᐃᓗᐊᓂ93.5%
110 ᑲᐃᕙᕐᓂᓂᑦ ᐊᑯᓂᐅᓂᖅᓴᖅ≈ 5%
200 ᑲᐃᕙᕐᓂᓂᑦ ᐊᑯᓂᐅᓂᖅᓴᖅ0.4%
p(W ≤ k) = 1 − (36/37)ᵏ. ᐊᔾᔨᒌᒃᑎᑕᐅᔪᖅ 37, ᖃᑎᒃᑐᖅ 25.

ᓯᕉ ᐊᔾᔨᒌᒃᑐᒥᒃ ᐊᑭᓕᐅᑎᓕᓐᓄᑦ ᐱᙳᐊᖅᑎᒧᑦ ᖃᓄᖅ ᐊᑭᖃᕐᒪᖔᑦ

ᓯᕉ ᐊᑐᓂ ᐊᑕᐅᓯᕐᒥᒃ ᐱᙳᐊᕈᑎ ᑮᓇᐅᔭᖓᓂᒃ ᐊᑭᖃᖅᑐᖅ, ᓯᕉᓪᓗ ᐊᐅᐸᓗᒃᑐᒥᐱᙳᐊᕈᑎᐊᐅᐸᓗᒃᑐᖅᐊᔾᔨᒌᒃᑐᒥᒃ ᐊᑭᓕᐅᑎᓕᒃ ᐱᙳᐊᕈᑎ 18 ᐊᐅᐸᓗᒃᑐᓄᑦ ᓈᓴᐅᑎᓄᑦ. ᕖᓇᓯᑐᑦ: ᕈᔾ (rouge).ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ → ᑳᓯᓅᑉ ᐃᓚᖓ ᐃᓘᓐᓇᖓ: 37 ᐊᔾᔨᒌᒃᑎᑕᐅᔪᓂ ᑲᐃᕙᕐᓂᓂ 18 ᐊᔪᒐᕐᓃᑦ 18-ᓪᓗ ᐊᓯᐅᔾᔨᓃᑦ ᐲᖅᓯᖃᑦᑕᖅᑐᑦ, ᓯᕉᓗ ᐊᑕᐅᓯᖅ −1/37-ᖑᔪᖅ. 200 ᑲᐃᕙᕐᓂᓕᒻᒥ ᐱᙳᐊᖅᑕᐅᓂᖓᓂ $10-ᒥᒃ, ᓂᕆᐅᒋᔭᐅᔪᑦ 5.4 ᓯᕉᑦ $54-ᒥᒃ ᐊᑭᖃᖅᑐᑦ, ᑕᒪᓐᓇ ᓱᓕᓪᓚᕆᒃᑐᒥᒃ 200 × $10 / 37. ᐱᙳᐊᖅᑕᐅᓂᖓ 2 ᓯᕉᓕᒃ $34-ᒥᒃ ᐱᔪᓐᓇᕐᓂᒃᑯᑦ ᐱᐅᔪᒥᒃ ᐱᓯᒪᔪᖅ; ᐱᙳᐊᖅᑕᐅᓂᖓ 9 ᓯᕉᓕᒃ $36-ᒥᒃ ᐱᔪᓐᓇᕐᓂᒃᑯᑦ ᐱᐅᙱᑦᑐᒥᒃ ᐱᓯᒪᔪᖅ, ᑕᒡᓚᖅᓯᒪᔪᑐᐊᓘᔮᕐᓂᐊᖅᑐᓗ. ᓚ ᐸᕐᑕᔾᒪᓕᒐᖅᓚ ᐸᕐᑕᔾᕖᓇᓯ ᒪᓕᒐᖓ: ᓯᕉ ᐊᔪᒐᖅᐸᑦ, ᐊᔾᔨᒌᒃᑐᒥᒃ ᐊᑭᓕᐅᑎᓕᒃ ᐱᙳᐊᕈᑎ ᑮᓇᐅᔭᖓᑕ ᕿᑎᖓ ᐅᑎᖅᑎᑕᐅᔪᖅ. ᑕᐃᒃᑯᓂ ᐱᙳᐊᕈᑏᓐᓂ ᑳᓯᓅᑉ ᐃᓚᖓ ᕿᑎᐊᓄᑦ ᒥᑭᓕᒋᐊᖅᑎᑕᐅᔪᖅ, 1.35%-ᒧᑦ.ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ → ᐱᙳᐊᕐᕕᖓᓂ ᓯᕉ ᐊᑐᓂ ᐱᙳᐊᕈᑎ ᑮᓇᐅᔭᖓᑕ ᓇᑉᐸᖓᓂᒃ ᐊᑭᖃᖅᑐᖅ, ᓈᓴᐅᑏᓪᓗ ᓇᑉᐸᖏᓐᓄᑦ ᒥᑭᓕᖅᑐᑦ.

200 ᑲᐃᕙᕐᓂᓕᒻᒥ ᐱᙳᐊᖅᑕᐅᓂᖓᓂ ᓯᕉᑦᐱᙳᐊᖅᑕᐅᓂᖏᑦ %-ᖏᑦ
0–1
2.5%
2–3
18%
4–5
34%
6–7
28%
8–9
13%
10 ᐅᕝᕙᓘᓐᓃᑦ ᐅᖓᑖᓄᑦ
4.5%
ᐱᙳᐊᖅᑕᐅᓂᖏᑦ %-ᖏᑦ
01734%
Binomial(200, 1/37). $10-ᒥᒃ ᐊᐅᐸᓗᒃᑐᒧᑦ ᐱᙳᐊᖅᑎ $10 ᓯᕉᒧᑦ ᐊᑐᓂ ᐊᑭᓖᔪᖅ; ᓯᕉᑦ ᐊᕕᒃᓯᒪᓂᖏᑦ ᐅᓐᓄᐊᐅᑉ ᐊᑭᖓᑕ ᐊᕕᒃᓯᒪᓂᖏᑦ.

ᓚ ᐸᕐᑕᔾ ᒪᓕᒐᖅ ᕉᓚᑦᒥᐃᓂᑦᑎᐊᕐᓂᒃᑯᑦ ᕉᓚᑦ ᑕᒡᓚᖅᓯᒪᕙ? ᓱᓕᙱᑦᑐᖅ

ᑐᓪᓕᐊ ᐊᐱᖅᑯᑎ

ᓯᕉᒃ ᒪᕐᕉᒃ ᑐᓪᓕᖅᑐᑦ ᓴᖅᑭᓂᐊᕐᓂᖏᓐᓄᑦ ᐱᔪᓐᓇᕐᓂᖅ ᖃᓄᐃᑦᑐᖅ? (1/37)² = 1/1,369. ᑳᓯᓄᒥ 20 ᐱᙳᐊᕐᕕᓕᒻᒥ, 50 ᑲᐃᕙᕐᓃᑦ ᐃᑲᕐᕋᒧᑦ, ᑕᒪᓐᓇ ᖃᓂᒋᔭᖓ ᓯᕉᒃ ᒪᕐᕉᒃ ᑐᓪᓕᖅᑐᑦ ᓇᐅᓕᒫᒃᑯᑦ 1.4 ᐃᑲᕐᕋᑦ ᐊᑐᓂ. ᐱᙳᐊᖅᑏᑦ ᑕᑯᔪᑦ ᐃᓱᒪᓕᐅᖅᑐᑦ ᐊᒃᓴᓗᐊᖅ ᓱᕋᒃᓯᒪᓂᖓᓂᒃ; ᓈᓴᐃᓂᐅᑉ ᐅᖃᐅᓯᖓ: ᐅᓪᓗᑐᐃᓐᓇᐅᔪᖅ.

ᐆᑦᑐᕐᓗᒍ

ᕉᓚᑦ: ᐱᙳᐊᖅᑕᐅᓂᖓᓂᒃ ᐊᔾᔨᐅᖅᑕᐅᑎ ᐱᙳᐊᖅᑕᐅᓂᖓᓂ ᐊᑐᓂ ᓯᕉᓂᒃ ᓈᓴᐃᔪᖅ. 100 ᑲᐃᕙᕐᓃᑦ ᐊᒥᓱᓂ ᕼᐊᓐᑐᕆᑦᓂ ᐱᒋᐊᕐᓗᒋᑦ, ᓈᓴᐅᑏᓪᓗ ᐊᑦᔨᓕᐅᕐᓗᒋᑦ: ᖁᓛᓂ ᐊᑦᔨᓕᐊᖅ ᓴᖅᑭᓂᐊᖅᑐᖅ, ᑕᓕᖅᐱᐊᓂ ᐊᑯᓂᐅᔪᒥᒃ ᐱᖃᓗᓂ. ᐅᓂᒃᑳᑦ ᑕᐃᑲᓂᑦ ᐱᓯᒪᔪᑦ.

ᓈᓴᐅᑎᓕᐅᕈᑎ

p(W > k) = (36/37)ᵏ
E[W] = 37 · ᖃᑎᒃᑐᖅ ≈ 25
N ᑲᐃᕙᕐᓂᓂ ᓯᕉᑦ ~ Binomial(N, 1/37)

ᐊᐱᖅᑯᑏᑦ

ᓯᕉ ᐃᓚᖏᓐᓂ ᐊᒃᓴᓗᐊᓂ ᓴᖅᑭᔪᓐᓇᕐᓂᖅᓴᐅᕙ?

ᓈᒻᒪᒃᑐᒥ ᐃᒪᐃᙱᑦᑐᖅ. ᓴᖑᓯᒪᔪᒥ ᐊᒃᓴᓗᐊᕐᒥᖃᐅᔨᓴᕐᕕᒃᓴᖑᓯᒪᔪᖅ ᐊᒃᓴᓗᐊᖅᐊᒃᓴᓗᐊᖅ ᓴᓇᓂᖓᑕ ᐊᑲᐅᙱᓐᓂᖏᑦ ᐃᓂᓂᒃ ᐃᓚᖏᓐᓂᒃ 1/37-ᒥᑦ ᐱᔪᓐᓇᕐᓂᖅᓴᐅᑎᑦᓯᔪᑦ. ᖃᐅᔨᔭᐅᑦᓯᐊᙱᑦᑐᖅ, ᑕᐅᓴᓐ ᐊᒥᓱᑦ ᑲᐃᕙᕐᓃᑦ ᑎᑎᕋᖅᑕᐅᓯᒪᒍᑎᒃ ᖃᐅᔨᔭᐅᔪᓐᓇᖅᑐᖅ.ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ → ᐃᓂᐊᑐᖅᑕᐅᔪᑦᐃᓂᑲᐃᕙᖅᑐᒥ 37 ᓈᓴᐅᑎᓕᑦ ᐃᓂᑦ ᐊᑕᐅᓯᖓ. ᐊᓯᐊᓂ ᐊᑎᖏᑦ: ᐃᓂᒋᐊᖅ, ᖃᓪᓗᐊᖅ.ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ → ᓇᓪᓕᐊᑐᐃᓐᓇᖅ ᐃᒪᐃᔪᓐᓇᖅᑐᖅ, ᑕᐅᓴᓐᑦ ᑲᐃᕙᕐᓃᑦ ᐱᔭᕆᐊᖃᕐᓂᐊᖅᑐᑦ ᖃᐅᔨᓂᐊᖅᑎᓪᓗᒍ.

ᓯᕉᒧᑦ ᓯᑉᒥᒃ ᑕᒪᐃᓐᓂ ᐃᓕᓯᒋᐊᖃᖅᐱᖓ ᓴᐳᔾᔨᔾᔪᑎᒋᓗᒍ?

ᐱᙳᐊᕈᑎᐅᔪᖅ 2.70%-ᓕᒃ ᐊᓯᖏᑎᑐᑦ. ᐱᙳᐊᖅᑕᐅᓂᖓᑕ ᐱᐅᓯᖓᓂᒃ ᐊᓯᑦᑐᖅᓯᔪᖅ (ᓯᕉ ᐊᔪᒐᕐᓂᐅᓕᖅᑐᖅ), ᐊᑭᖓᓂᒃ ᐃᒪᐃᙱᑦᑐᖅ.

ᓱᒻᒪᑦ ᖃᑎᒃᑐᖅ ᐊᔾᔨᒌᒃᑎᑕᐅᔪᒥᑦ ᒥᑭᓂᖅᓴᐅᕙ?

ᐅᑕᖅᑭᓃᑦ ᐊᕕᒃᓯᒪᓂᖏᑦ ᓴᖑᓯᒪᒻᒪᑕ: ᐊᒥᓱᑦ ᓇᐃᑦᑐᑦ ᐅᑕᖅᑭᓃᑦ, ᐊᒥᓲᙱᑦᑐᓪᓗ ᐊᑯᓂᐅᓪᓚᕆᒃᑐᑦ.

ᐃᓪᓗᕐᓇᖅᑐᖅ ᐊᔾᔨᓕᐊᖅ

ᐊᔾᔨᒌᒃᑎᑕᐅᔪᖅ 37, ᖃᑎᒃᑐᖅ 25, ᑕᓕᖅᐱᐊᓂᓗ ᐊᑯᓂᐅᔪᒥ ᐅᓂᒃᑳᑐᐊᑦ ᐃᓅᔪᑦ.

ᐊᔾᔨᒌᒃᑎᑕᐅᔪᖅ 37, ᖃᑎᒃᑐᖅ 25, ᑕᓕᖅᐱᐊᓂᓗ ᐊᑯᓂᐅᔪᒥ ᐅᓂᒃᑳᑐᐊᑦ ᐃᓅᔪᑦ.

ᐱᕝᕕᒋᔭᐅᔪᑦ

  1. Feller, W. An Introduction to Probability Theory and Its Applications, Vol. 1. Wiley, 3-ᖓ ᓴᖅᑭᑎᑕᐅᓂᖓ, 1968. ᑮᓇᐅᔭᓂᒃ ᐱᙳᐊᖅᑎᐅᑉ ᐃᓘᓐᓇᐃᓪᓗ ᐊᓯᐅᔾᔨᓂᖓ, ᐃᓚᖓ XIV.
  2. Ethier, S. N. The Doctrine of Chances: Probabilistic Aspects of Gambling. Springer, 2010. ᐃᓚᖓ 13, ᕉᓚᑦ.
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