ᕉᓚᑦ: ᓈᓴᐃᓂᖅ · ᐃᓱᒪᒋᔭᖅ · 7 ᒥᓂᑦ

ᐊᑯᓂᐅᓂᖅᓴᒥ ᐊᔾᔨᒌᓕᕐᓂᖅ: ᕉᓚᑦᒥ ᐊᒥᓱᑦ ᓈᓴᐅᑏᑦ ᒪᓕᒐᖓ

ᖃᓄᖅ ᐊᔾᔨᒌᒃᑎᑕᐅᔪᖅ −2.70%-ᒧᑦ ᖃᓂᓕᒋᐊᖅᐸᓪᓕᐊᕙᒻᒪᖔᑦ, ᓱᒻᒪᓗ ᑕᒪᓐᓇ ᐃᓱᒪᒋᔭᐅᕙᒃᑐᒥᑦ ᐊᑯᓂᐅᓂᖅᓴᐅᒻᒪᑦ.

ᓇᐃᑦᑐᖅ ᑭᐅᔾᔪᑎ

ᑲᐃᕙᕐᓂᕐᒧᑦ ᐊᓯᐅᔾᔨᓂᐅᑉ ᐊᔾᔨᒌᒃᑎᑕᐅᔪᖓ −1/37-ᒧᑦ ᖃᓂᓕᒋᐊᖅᐸᓪᓕᐊᔪᖅ ᑲᐃᕙᕐᓃᑦ ᐊᒥᓲᓕᖅᐸᓪᓕᐊᑎᓪᓗᒋᑦ. ᐊᕕᒃᓯᒪᓂᖓ ᒥᑭᓕᖅᐸᓪᓕᐊᔪᖅ 1/√N-ᑐᑦ. 1,000 ᐊᐅᐸᓗᒃᑐᒧᑦ ᑲᐃᕙᕐᓃᑦ ᑭᖑᓪᓗᒋᑦ, ᐊᔾᔨᒌᒃᑎᑕᐅᔪᖅ ᐊᒥᓲᓂᖏᓐᓂ ±3% ᐃᓗᐊᓃᑦᑐᖅ ᓂᕆᐅᒋᔭᐅᔪᒥᑦ.

ᑲᐃᕙᕐᓂᕐᒧᑦ ᓂᕆᐅᒋᔭᐅᔪᖅ
−2.70%
N ᑲᐃᕙᕐᓃᑦ ᑭᖑᓪᓗᒋᑦ ᐊᕕᒃᓯᒪᓂᖓ
σ/√N
±1%-ᒧᑦ N
~10,000
ᑲᑎᑕᐅᔪᑦ ᖃᓂᓕᒋᐊᙱᑦᑐᑦ
ᐅᖓᓯᒋᐊᖅᐸᓪᓕᐊᔪᑦ

ᐊᒥᓱᑦ ᓈᓴᐅᑏᑦ ᒪᓕᒐᖓ

ᐃᒻᒥᓂᖅ ᐱᙳᐊᕈᑏᑦ ᐊᔾᔨᒌᒃᑎᑕᐅᔪᖓ ᓂᕆᐅᒋᔭᐅᔪᖅ ᐊᑭᖓᓄᑦᓈᓴᐃᓂᖅᓂᕆᐅᒋᔭᐅᔪᖅ ᐊᑭᖓᐱᙳᐊᕈᑎ ᐊᑐᓂ ᐊᑯᓂᐅᓂᖅᓴᒥ ᐊᔾᔨᒌᒃᑎᑕᐅᔪᖅ ᐱᓐᓂᖓ. ᐃᐅᕌᐸ ᐱᙳᐊᕈᑎ ᑕᒪᐃᓐᓂ −1/37 ᐱᙳᐊᕈᑎ ᑮᓇᐅᔭᖓᓂᑦ.ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ → ᖃᓂᓕᒋᐊᖅᐸᓪᓕᐊᔪᖅ. N ᑲᐃᕙᕐᓃᑦ ᑭᖑᓪᓗᒋᑦ, ᐊᔾᔨᒌᒃᑐᒥᒃ ᐊᑭᓕᐅᑎᓕᒃ ᐱᙳᐊᕈᑎ ᐊᑕᐅᓯᕐᒥᒃ ᐊᑦᔨᐅᑎᒥᒃᑮᓇᐅᔭᖅᐊᑦᔨᐅᑎᐸᕐᓇᐅᑎᐅᑉ ᐅᕝᕙᓘᓐᓃᑦ ᐱᙳᐊᖅᑎᐅᑉ ᑐᙵᕕᒋᔭᖓ ᐱᙳᐊᕈᑎ ᑮᓇᐅᔭᖓ. ᐊᓯᑦᑐᖅᐸᓪᓕᐊᓂᐅᔪᑦ ᐊᑦᔨᐅᑎᓄᑦ ᓇᓗᓇᐃᖅᑕᐅᕙᒃᑐᑦ, ᑕᐃᒪ ᓇᓕᐊᓂᑐᐃᓐᓇᖅ ᐱᙳᐊᕐᕕᒻᒥ ᐊᑐᕈᓐᓇᖁᓪᓗᒋᑦ.ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ →, ᑲᐃᕙᕐᓂᕐᒧᑦ ᐊᔾᔨᒌᒃᑎᑕᐅᔪᐊᑉ ᓂᕆᐅᒋᔭᐅᔪᖓ −1/37, ᐊᔾᔨᒌᙱᓐᓂᐅᑉ ᐊᑦᔨᐅᑎᖓᓈᓴᐃᓂᖅᐊᔾᔨᒌᙱᓐᓂᐅᑉ ᐊᑦᔨᐅᑎᖓᐊᔾᔨᒌᙱᓐᓂᐅᑉ ᓯᑭᐊᖅᑐᓂᖓ (√); ᐱᓐᓂᐅᑉ ᓂᕆᐅᒋᔭᐅᔪᒥᑦ ᐊᑐᐃᓐᓇᐅᒐᔪᒃᑐᖅ ᐅᖓᓯᑦᑎᒋᓂᖓ.ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ → 1/√N. N = 100 ᐃᒪᐃᑦᑎᓪᓗᒍ, ᐊᕕᒃᓯᒪᓂᖓ 10% ᐱᙳᐊᕈᑎ ᑮᓇᐅᔭᖓᑕ, ᓯᑕᒪᕆᐊᖅᓗᒍ ᖃᓂᒋᔭᖓ 2.7% ᑕᑯᓐᓇᖅᑐᒥᑦ. N = 1,000 ᐃᒪᐃᑦᑎᓪᓗᒍ 3.2%, ᑕᑯᓐᓇᖅᑐᒧᑦ ᖃᓂᒋᔭᖃᖅᑐᖅ. N = 10,000 ᐃᒪᐃᑦᑎᓪᓗᒍ 1%, ᑳᓯᓅᑉ ᐃᓚᖓᓗ ᑕᑯᓐᓇᑦᑎᐊᖅᑐᖅ. ᐱᙳᐊᖅᑕᐅᓂᖓᓂ ᐊᑕᐅᓯᕐᒥ ᑳᓯᓅᑉ ᐃᓚᖓ ᑕᑯᔭᐅᙱᑦᑐᖅ, ᐊᕐᕌᒍᒥᓕ ᐊᑕᐅᓯᕐᒥ ᓇᓗᓇᙱᑦᑐᖅ.

ᑲᐃᕙᕐᓃᑦᑲᐃᕙᕐᓂᕐᒧᑦ ᐊᔾᔨᒌᒃᑎᑕᐅᔪᐊᑉ σ-ᖓ (ᐊᔾᔨᒌᒃᑐᒥᒃ ᐊᑭᓕᐅᑎᓕᒃ)ᑳᓯᓅᑉ ᐃᓚᖓ σ-ᒥ ᐃᓚᒋᔭᐅᓂᖓ
1031.6%0.09
10010.0%0.27
1,0003.2%0.85
10,0001.0%2.70
100,0000.3%8.54
ᐱᙳᐊᕈᑎᒧᑦ ᐊᑕᐅᓯᕐᒧᑦ ᐊᑦᔨᐅᑎᒧᑦ. ᑳᓯᓅᑉ ᐃᓚᖓ ᓈᓴᐃᓂᒃᑯᑦ ᓇᓗᓇᐃᓕᖅᐸᒃᑐᖅ 1,000-ᓂᑦ 10,000-ᓄᑦ ᑲᐃᕙᕐᓃᑦ ᐊᑯᓐᓂᖏᓐᓂ.

ᓇᓪᓕᐊ ᖃᓂᓕᒋᐊᖅᐸᓪᓕᐊᕙ, ᓇᓪᓕᐊᓗ ᐃᒪᐃᙱᑦᑐᖅ

ᑲᐃᕙᕐᓂᕐᒧᑦ ᐊᔾᔨᒌᒃᑎᑕᐅᔪᖅ ᖃᓂᓕᒋᐊᖅᐸᓪᓕᐊᔪᖅ. ᑲᑎᑕᐅᔪᑦ ᐃᒪᐃᙱᑦᑐᑦ: N ᐊᖏᒡᓕᒋᐊᖅᑎᓪᓗᒍ ᓯᕉᒥᑦ ᐅᖓᓯᒋᐊᖅᐸᓪᓕᐊᔪᑦ, ᓂᕆᐅᒋᔭᐅᔪᒥᒃ N-ᑉ 2.7%-ᖓᓂᒃ, ᐊᕕᒃᓯᒪᓂᖓ √N ᐅᐊᓂ. ᐱᙳᐊᖅᑎ 10,000 ᑲᐃᕙᕐᓂᓂᒃ $10-ᒥᒃ ᐱᙳᐊᖅᓯᒪᔪᖅ $2,700-ᒥᒃ ᐊᓯᐅᔾᔨᓯᒪᓂᐊᕐᓂᖓ ᓂᕆᐅᒋᔭᐅᔪᖅ, $1,000-ᒥᒃ ᐅᖓᑖᓄᑦ ᐅᕝᕙᓘᓐᓃᑦ ᐊᑦᑎᓂᖅᓴᐅᓗᓂ. ᐊᐅᐸᓗᒃᑐᑦᐱᙳᐊᕈᑎᐊᐅᐸᓗᒃᑐᖅᐊᔾᔨᒌᒃᑐᒥᒃ ᐊᑭᓕᐅᑎᓕᒃ ᐱᙳᐊᕈᑎ 18 ᐊᐅᐸᓗᒃᑐᓄᑦ ᓈᓴᐅᑎᓄᑦ. ᕖᓇᓯᑐᑦ: ᕈᔾ (rouge).ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ → ᐊᒥᓲᓂᖏᑦ ᐊᑯᓂ 48.65%-ᒧᑦ ᖃᓂᓕᒋᐊᖅᓯᒪᓕᖅᑐᑦ; ᐱᑕᖃᖅᑐᑦ ᑮᓇᐅᔭᑦ ᓇᒧᑐᐃᓐᓇᖅ ᖃᓂᓕᒋᐊᖅᓯᒪᙱᑦᑐᑦ.

ᖁᓕᑦ ᐊᑯᓂᐅᔪᑦ ᐱᙳᐊᖅᑕᐅᓂᖏᑦ: 1,000 ᑲᐃᕙᕐᓃᑦ, $10 ᐊᐅᐸᓗᒃᑐᒧᑦᐃᓱᓕᓐᓂᖓ, ᐱᒋᐊᕐᓂᖓᓂᒃ ᐊᔾᔨᒋᓗᒍ
+$440$0−$660+$160−$3300125250375500ᑲᐃᕙᕐᓃᑦᐃᓱᓕᓐᓂᖓ
1,000 ᐱᙳᐊᖅᑕᐅᓂᖏᑦ × 500 ᑲᐃᕙᕐᓃᑦ · ᑕᐅᑦᑐᖓ ᕗᐊᔪᓕᑦ p10/p25/p75/p90, ᖃᐅᒻᒪᖅᓯᒪᔪᖅ ᑐᖑᔪᖅᑐᖅ ᐊᑯᓐᓂᐊᓃᑦᑐᖅ, 79 ᐊᔪᕿᓗᐊᙱᑦᑐᑦ ᐆᒃᑐᕈᑏᑦ · ᓈᓴᐅᑎᓕᐊᒃᑯᑦ ᐃᖏᕐᕋᕐᓗᑎᑦ ᑲᐃᕙᕐᓂᕐᒥ ᐃᓚᖏᑦ ᑕᑯᓂᐊᕐᓗᒋᑦ
  • p10 −$440
  • p25 −$280
  • ᐊᑯᓐᓂᐊᓃᑦᑐᖅ −$140
  • p75 +$0
  • p90 +$140
1,000 ᐱᙳᐊᖅᑕᐅᓂᖏᑦ × 500 ᑲᐃᕙᕐᓃᑦ · ᖁᒻᒧᑦ ᑐᑭᓕᐊᖅ ᑭᒡᓕᖃᖅᑐᖅ 1–99-ᖓᓄᑦ ᐳᓴᓐᑎᓪᒧᑦ (ᐊᖏᓛᑦ −$940-ᒥᑦ +$660-ᒧᑦ) · 500 ᑲᐃᕙᕐᓃᑦ · $10 ᐱᒋᐊᕈᑎ · ᐊᔾᔨᒌᒃᑐᒥᒃ ᐊᑭᓕᐅᑎᓕᒃ
1,000 ᑲᐃᕙᕐᓃᑦ ᑭᖑᓪᓗᒋᑦ ᐊᒥᓲᔪᑦ ᐊᑦᔨᖏᑦ ᓯᕉᐅᑉ ᐊᑖᓃᑦᑐᑦ, ᐊᕕᒃᓯᒪᓂᖓᓗ ᓱᓕ ᐊᖏᔪᖅ. ᑳᓯᓅᑉ ᐃᓚᖓ ᐊᔪᒐᖅᑐᖅ; ᐊᔾᔨᒌᙱᓐᓂᖅ ᓱᓕ ᓴᙱᔪᖅ.

ᓱᒻᒪᑦ ᐃᓱᒪᒋᐅᔾᔨᓂᖅ ᑕᒻᒪᖅᐸᒻᒪᑦ

ᐃᓄᐃᑦ ᓂᕆᐅᒃᐸᒃᑐᑦ ᑳᓯᓅᑉ ᐃᓚᖓ ᓱᒃᑲᐃᑦᑐᒥᒃ ᓴᖅᑭᓂᐊᕐᓂᖓᓂᒃ, 2.70% ᐊᖏᔪᑦᑎᐊᕙᐅᔮᕐᒪᑦ. ᐊᒻᒪᓗ ᓂᕆᐅᒃᐸᒃᑐᑦ ᐊᑯᓂᐅᔪᑦ ᐱᙳᐊᖅᑕᐅᓂᖏᑦ “ᐊᔾᔨᒌᓕᕐᓂᐊᕐᓂᖏᓐᓂᒃ”, ᐊᒥᓱᑦ ᓈᓴᐅᑏᑦ ᒪᓕᒐᖓᑕᓈᓴᐃᓂᖅᐊᒥᓱᑦ ᓈᓴᐅᑏᑦ ᒪᓕᒐᖓᐃᒻᒥᓂᖅᑐᑦ ᐱᓐᓂᐅᔪᑦ ᐊᔾᔨᒌᒃᑎᑕᐅᔪᖓ ᓂᕆᐅᒋᔭᐅᔪᖅ ᐊᑭᖓᓄᑦ ᖃᓂᒡᓕᕙᒃᑐᖅ ᐱᓇᓱᐊᕈᑏᑦ ᐊᒥᓲᓕᖅᐸᓪᓕᐊᑎᓪᓗᒋᑦ.ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ → ᐅᖃᐅᓯᐅᒻᒪᑦ ᐊᔾᔨᒌᒃᑎᑕᐅᔪᑦ ᖃᓂᓕᒋᐊᖅᐸᓪᓕᐊᓂᖏᓐᓂᒃ. ᑕᒪᒃ ᐃᓱᒪᒋᐅᔾᔨᓃᒃ ᐊᖏᓂᖓᓂᒃ ᑕᒻᒪᖅᑐᒃ: ᑳᓯᓅᑉ ᐃᓚᖓ ᒥᑭᔪᖅ ᑲᐃᕙᕐᓂᐅᑉ ᐊᑕᐅᓯᐅᑉ ᐊᔾᔨᒌᙱᓐᓂᖓᓄᑦᓈᓴᐃᓂᖅᐊᔾᔨᒌᙱᓐᓂᖅᐱᓐᓂᐅᔪᑦ ᓂᕆᐅᒋᔭᐅᔪᖅ ᐊᑭᖓᑕ ᐊᕙᓗᐊᓂ ᖃᓄᖅ ᓯᐊᒻᒪᒃᓯᒪᓂᖏᓐᓂᒃ ᓈᓴᐅᑎ. ᐊᑕᐅᓯᕐᒧᑦ ᐱᙳᐊᕈᑎᒥ ᐊᖏᔪᖅ, ᐊᔾᔨᒌᒃᑐᒥᒃ ᐊᑭᓕᐅᑎᓕᖕᓂ ᐱᙳᐊᕈᑏᓐᓂ ᒥᑭᔪᖅ.ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ → ᓇᓕᒧᒃᑎᓪᓗᒍ (σ = 1 ᐊᑦᔨᐅᑎ, EV = 0.027). ᑕᐃᒪ (1/0.027)² ≈ 1,400 ᑲᐃᕙᕐᓃᑦ ᐱᔭᕆᐊᖃᖅᑐᑦ ᓯᒡᒪ ᐊᑕᐅᓯᕐᒥ ᑕᑯᓐᓇᓕᕐᓂᐊᖅᑎᓪᓗᒍ. ᐊᒻᒪᓗ ᐊᔾᔨᒌᒃᑎᑕᐅᔪᐊᑉ ᖃᓂᓕᒋᐊᕐᓂᖓ ᑲᑎᑕᐅᔪᓂᒃ ᐅᑎᖅᑎᑦᓯᙱᑦᑐᖅ; ᓯᕗᓂᐊᓂ ᐊᓯᑦᑐᓐᓂᓯᒪᔪᑦ ᒥᑭᓂᖅᓴᐅᓕᖅᑎᑦᓯᔪᑦᑐᐊᖑᔪᖅ.

ᐊᓯᖏᓐᓂ ᐱᙳᐊᕈᑎᓂ ᖃᓂᓕᒋᐊᕐᓂᖅ

ᐊᑕᐅᓯᕐᒧᑦ ᐱᙳᐊᕈᑎᓂᐱᙳᐊᕈᑎᐊᑕᐅᓯᕐᒧᑦ ᐱᙳᐊᕈᑎᓈᓴᐅᑎ ᐊᑕᐅᓯᖅ, ᐊᑭᓕᐅᑎ 35:1.ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ → σ = 5.84, ᑕᐃᒪ ᐊᔾᔨᒋᔭᖓ ᓈᓴᐃᓂᖅ (5.84/0.027)² ≈ 47,000 ᑲᐃᕙᕐᓂᓂᒃ ᑐᓂᓯᔪᖅ ᑳᓯᓅᑉ ᐃᓚᖓ ᓯᒡᒪ ᐊᑕᐅᓯᕐᒥᒃ ᑎᑭᑦᑎᓂᐊᖅᑎᓪᓗᒍ. ᐊᑕᐅᓯᕐᒧᑦ ᐱᙳᐊᖅᑎ ᐊᕐᕌᒍᓂ ᐊᒥᓱᓂ ᐱᙳᐊᖅᑐᓐᓇᖅᑐᖅ, ᑳᓯᓅᑉ ᐃᓚᖓ ᓇᒻᒥᓂᖅ ᑎᑎᕋᖅᓯᒪᔭᖏᓐᓂ ᐱᔪᓐᓇᕐᓂᒥᑦ ᐊᔾᔨᒋᙱᑦᑐᖅ ᓇᓗᓇᐃᖅᑕᐅᙱᑦᑎᓪᓗᒍ. ᑭᓯᐊᓂ ᐊᑭᓖᔪᖅ ᐊᔾᔨᒋᔭᖓᓂᒃ 2.70%-ᒥᒃ, ᐊᐅᐸᓗᒃᑐᒧᑦ ᐱᙳᐊᖅᑎᑐᑦ, ᑕᒪᓐᓇ ᐱᓇᓱᐊᕈᓰᓐᓂ ᐊᒥᓲᙱᑦᑐᓂ ᑕᑯᔪᖅ.

ᐸᕐᓇᐅᑏᑦ ᖃᐅᔨᓴᕐᓗᒋᑦ ᑐᑭᖓ

ᑭᓇᑐᐃᓐᓇᖅ ᐸᕐᓇᐅᑎ ᐊᑐᐊᒐᓚᖅᑐᖅ ᐅᖃᖅᑐᖅ 10,000-ᓂᒃ ᐅᕝᕙᓘᓐᓃᑦ ᐊᒥᓲᓂᖅᓴᓂᒃ ᑲᐃᕙᕐᓂᓂᒃ ᑕᑯᑎᑦᓯᔪᓐᓇᕆᐊᖃᖅᑐᖅ, ᑎᑎᕋᖅᓯᒪᔪᒥᒃ ᐊᔾᔨᒌᒃᑎᑕᐅᔪᒥᒃ ᓯᕉᐅᑉ ᐅᖓᑖᓃᑦᑐᒥᒃ. 1,000 ᑲᐃᕙᕐᓃᑦ, ᐊᔾᔨᒌᒃᑐᒥᒃ ᐊᑭᓕᐅᑎᓕᒃ ᐱᙳᐊᕈᑎ, ᓯᕉᐅᑉ ᐅᖓᑖᓃᑦᑐᖅ ᐊᔾᔨᒌᒃᑎᑕᐅᔪᖅ ᑕᓪᓕᒪᓂ ᐊᑕᐅᓯᐊᖑᔪᖅ ᐸᕐᓇᐅᑎ ᐊᑐᐊᒐᓚᙱᑉᐸᑦ; 100 ᑲᐃᕙᕐᓃᑦ ᒪᕐᕉᓂ ᐊᑕᐅᓯᖅ ᖃᓂᒋᔭᖓ. ᒪᑉᐱᒐᕐᓂ ᐅᕙᓂ ᐊᔾᔨᐅᖅᑕᐅᑏᑦ 2,000 ᐱᙳᐊᖅᑕᐅᓂᖏᓐᓂᒃ ᓇᓚᐅᑦᑖᖅᑕᑎᑦ ᐊᑯᓂᐅᓂᖓᓂ ᓯᑭᓐ ᐊᑕᐅᓯᕐᒥ ᐊᐅᓚᑦᑎᔪᑦ; ᑕᒪᓐᓇ ᓇᓗᓇᐃᖅᓯᐅᑎᐅᓂᖅᓴᐅᔪᖅ ᑭᓇᐅᑐᐃᓐᓇᐅᑉ ᐅᖃᐅᓯᖓᓂᑦ.

ᓈᓴᐅᑎᓕᐅᕈᑎ

ᑲᐃᕙᕐᓂᕐᒧᑦ ᐊᔾᔨᒌᒃᑎᑕᐅᔪᖅ → −1/37
σ(ᐊᔾᔨᒌᒃᑎᑕᐅᔪᖅ) = σ / √N
E[ᑲᑎᑕᐅᔪᑦ] = −N/37 · σ(ᑲᑎᑕᐅᔪᑦ) = σ√N

ᐊᐱᖅᑯᑏᑦ

ᐊᑯᓂᑦᑎᐊᖅ ᐱᙳᐊᖅᐳᖓ, ᑭᖑᓪᓕᕐᒥ ᐊᔪᒐᖅᓯᒪᓂᐊᙱᓚᖓ?

ᐱᙳᐊᖅᐸᓪᓕᐊᑎᓪᓗᑎᑦ, ᐊᔪᒐᖅᓯᒪᓕᕐᓂᐊᕐᓂᕐᒥᑦ ᐱᔪᓐᓇᕐᓂᖅᓈᓴᐃᓂᖅᐱᔪᓐᓇᕐᓂᖅᐱᓐᓂᐅᑉ ᐱᔪᓐᓇᕐᓂᖓ, 0-ᒥᑦ 1-ᒧᑦ ᐅᕝᕙᓘᓐᓃᑦ 0%-ᒥᑦ 100%-ᒧᑦ. ᓈᓴᐅᑎ ᐊᑕᐅᓯᖅ: 1/37 = 2.70%.ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ → ᓯᕉᒧᑦ ᖃᓂᓕᒋᐊᖅᐸᓪᓕᐊᔪᖅ. ᑲᑎᑕᐅᔪᑦ ᐊᑦᑎᓕᖅᐸᓪᓕᐊᔪᑦ ᑭᒡᓕᖃᙱᑦᑐᒥᒃ.

ᕉᓚᑦᒥ ᐊᒥᓱᑦ ᓈᓴᐅᑏᑦ ᒪᓕᒐᖓᑕ ᑐᑭᖓ ᐊᒃᓴᓗᐊᖅ ᓇᒻᒥᓂᖅ ᓈᒻᒪᒃᑎᑦᑎᓂᐊᕐᒪᖔᑦ?

ᐋᒃᑲ. ᑐᑭᖓ: ᓯᕗᓂᐊᓂ ᐊᓯᑦᑐᓐᓂᓯᒪᔪᑦ ᑕᑯᔭᐅᓯᒪᔪᓂ ᐊᒥᓲᓂᖅᓴᓂ ᒥᑭᓂᖅᓴᒥᒃ ᐃᓚᒋᔭᐅᓕᖅᑐᑦ.

ᑲᐃᕙᕐᓃᑦ ᖃᑦᓯᐅᔪᑦ ᑭᖑᓪᓗᒋᑦ ᓴᖅᑭᑦᑐᒥᒃ ᐅᐱᒋᔪᓐᓇᖅᐸᖓ?

ᐊᔾᔨᒌᒃᑐᒥᒃ ᐊᑭᓕᐅᑎᓕᓐᓂ ᐱᙳᐊᕈᑎᓂ ᖃᓂᒋᔭᖓ 10,000, ᑳᓯᓅᑉ ᐃᓚᖓ ᑕᑯᓐᓇᑦᑎᐊᓕᖅᑎᓐᓇᒍ. ᐊᑕᐅᓯᕐᒧᑦ ᐱᙳᐊᕈᑎᓂ ᖃᓂᒋᔭᖓ 50,000.

ᓈᓴᐃᓂᕐᒥᒃ ᐱᙳᐊᕐᓂᖅ

ᓯᕗᓪᓕᐅᓪᓗᓂ ᐃᓕᖕᓂᒃ ᐆᒃᑐᕐᓗᑎᑦ. ᑭᐅᔾᔪᑏᑦ ᐃᓗᓕᖏᑦ ᒪᑐᔭᐅᓯᒪᔪᑦ; ᐅᐸᒍᓐᓇᕈᕕᑦ ᒪᑐᐃᖅᓯᓗᒍ.

  1. ᐱᓗᐊᖅᑕᐃᒃ 20 ᐱᙳᐊᕈᓯᕐᓂᒃ ᓈᒻᒪᒃᑐᒥᒃ ᐱᙳᐊᕐᓂᕐᒥᒃᓈᓴᐃᓂᖅᓈᒻᒪᒃᑐᖅ ᐱᙳᐊᕐᓂᖅᐱᙳᐊᕐᓂᖅ ᓇᓕᐊᑐᐃᓐᓇᖅ ᐱᐅᓂᖅᓴᐅᓂᖃᙱᑦᑐᖅ: ᐱᙳᐊᕈᑎ ᑕᒪᐃᓐᓂ ᓂᕆᐅᒋᔭᐅᔪᖅ ᐊᑭᖓ ᓯᕉ.ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ → ᐱᙳᐊᖅᑐᒃ, ᑮᓇᐅᔭᓯᐊᕐᒥᒃ ᐃᒋᓪᓗᑎᒃ ᐅᕝᕙᓘᓐᓃᑦ ᐊᐅᐸᓗᒃᑐᖅᐱᙳᐊᕈᑎᐊᐅᐸᓗᒃᑐᖅᐊᔾᔨᒌᒃᑐᒥᒃ ᐊᑭᓕᐅᑎᓕᒃ ᐱᙳᐊᕈᑎ 18 ᐊᐅᐸᓗᒃᑐᓄᑦ ᓈᓴᐅᑎᓄᑦ. ᕖᓇᓯᑐᑦ: ᕈᔾ (rouge).ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ → ᕿᕐᓂᖅᑐᖅᐱᙳᐊᕈᑎᕿᕐᓂᖅᑐᖅᐊᔾᔨᒌᒃᑐᒥᒃ ᐊᑭᓕᐅᑎᓕᒃ ᐱᙳᐊᕈᑎ 18 ᕿᕐᓂᖅᑐᓄᑦ ᓈᓴᐅᑎᓄᑦ. ᕖᓇᓯᑐᑦ: ᓄᐊᕐ (noir).ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ → ᐊᑦᑕᓇᖓᓂ ᓯᕉᑦᐊᒃᓴᓗᐊᖅᓯᕉᐊᑕᐅᓯᖅ ᐅᔾᔪᐊᕌᔭᒃ ᐃᓂ ᐊᔾᔨᒌᒃᑐᒥᒃ ᐊᑭᓕᐅᑎᓕᖕᓄᑦ, ᑕᓴᓐᓄᑦ ᓇᑉᐸᖅᑐᓄᓪᓘᓐᓃᑦ ᐱᙳᐊᕈᑏᑦ ᐃᓚᐅᑎᙱᑕᖓ; ᑳᓯᓅᑉ ᐃᓚᖓᑕ ᐱᓇᓪᓗᑎᖓ. ᐊᓯᐊᓂ ᐊᑎᖏᑦ: ᐊᑕᐅᓯᖅ ᓯᕉ, 0.ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ → ᐅᑎᖅᑎᑕᐅᓪᓗᑎᒃ, ᓈᓴᐅᑎᒥᓪᓗ ᑎᑎᕋᖅᐸᒃᑐᒃ. ᐱᙳᐊᕈᓯᐅᔪᑦ ᑕᒪᒃᑭᓄᑦ ᓯᕗᓪᓕᐅᕕᖏᑦ ᓈᓴᕐᓗᒋᑦ (ᐊᔾᔨᒌᒃᐸᑕ ᓯᕗᓪᓕᐅᓚᐅᖅᓯᒪᔪᒧᑦ ᓈᓴᐅᑎᐅᔪᖅ). ᓇᓕᐊ ᐱᔪᓐᓇᕐᓂᖅᓴᐅᕙ: ᓯᕗᓪᓕᐅᓂᖅ 10 10-ᒧᑦ ᐊᕕᒃᑕᐅᔪᖅ, ᐅᕝᕙᓘᓐᓃᑦ ᐱᓗᐊᖅᑕᐃᒃ ᐊᑕᐅᓯᖅ 20 ᑕᒪᕐᒥᒃ ᓯᕗᓪᓕᐅᔪᖅ?

    ᑭᐅᔾᔪᑎ ᑕᑯᓗᒍ

    ᑭᐅᔾᔪᑎ ᐱᓗᐊᖅᑕᐃᒃ ᐊᑕᐅᓯᖅ 20 ᐱᙳᐊᕈᓯᕐᓂ ᑕᒪᕐᒥᒃ ᓯᕗᓪᓕᐅᔪᖅ ᐱᔪᓐᓇᕐᓂᖅᓴᐅᓗᐊᖅᑐᖅ: 35.2%, ᓇᓕᐊᑐᐃᓐᓇᖅ, 10 10-ᒧᑦ ᐊᔾᔨᒌᒃᑐᒧᑦ 6.1% ᐊᑐᓂ.

    ᓈᒻᒪᒃᑐᖅ ᓈᓴᐅᑎ ᐊᔾᔨᒌᒃᑐᖅ 2k ᐱᙳᐊᕈᓯᐅᔪᑦ ᐊᓂᒍᖅᑎᓪᓗᒋᑦ ᐱᔪᓐᓇᕐᓂᖓ u = C(2k, k)/2²ᵏ: 0.246 10 ᐱᙳᐊᕈᓯᐅᔪᑦ ᐊᓂᒍᖅᑎᓪᓗᒋᑦ 0.176-ᓗ 20 ᐊᓂᒍᖅᑎᓪᓗᒋᑦ. ᐃᓕᓴᕆᔭᐅᔪᖅ ᓇᓂᓯᓯᒪᔭᐅᔪᖅ, ᐋᒃ-ᓴᐃᓐ ᒪᓕᒐᖅ (arc-sine law), ᐅᖃᖅᑐᖅ ᐱᓗᐊᖅᑕᐃᑦ ᐊᑎᓕᐅᖅᑕᐅᓯᒪᔪᖅ 2n ᐃᓚᖏᓐᓂ 2k ᐱᙳᐊᕈᓯᐅᔪᓂ ᓱᓕᓪᓚᕆᒃ ᓯᕗᓪᓕᐅᓂᖓᓄᑦ ᐱᔪᓐᓇᕐᓂᖅ u(2k) × u(2n − 2k).

    20 ᑕᒪᕐᒥᒃ ᓯᕗᓪᓕᐅᓂᖅ: u(20) × u(0) = 0.176 ᐱᓗᐊᖅᑕᐃᓐᓄᑦ ᑕᒪᒃᑭᓄᑦ, 35.2% ᓇᓕᐊᑐᐃᓐᓇᕐᒧᑦ. ᐊᔾᔨᒌᒃᑐᒥᒃ ᐊᕕᒃᓯᓂᖅ: u(10) × u(10) = 0.246² = 6.1%, ᐊᕕᒃᓯᓂᕐᓂ ᑕᒪᐃᓐᓂ ᐱᔪᓐᓇᕐᓂᖃᓐᖏᓐᓂᖅᐹᖅ.

    ᑕᐃᒪᐃᒻᒪᑦ ᓈᒻᒪᒃᑐᒥ ᐱᙳᐊᕐᓂᕐᒥ ᓯᕗᓪᓕᐅᓂᖅ ᐊᓯᑦᑐᐃᕙᙱᑦᑐᖅ. ᐱᙳᐊᖅᑎ ᐅᓐᓄᒃᑯᑦ ᑕᒪᐃᓐᓂ ᓯᕗᓪᓕᐅᓯᒪᔪᖅ, ᐅᕝᕙᓘᓐᓃᑦ ᑭᖑᓪᓕᐅᓯᒪᔪᖅ, ᐊᔾᔨᒋᙱᑦᑐᒥᒃ ᑕᑯᓯᒪᙱᑦᑐᖅ, ᑕᒪᓐᓇᓗ ᐊᒃᓴᓗᐊᕐᒥᒃ ᐱᔪᓐᓇᕐᓂᕐᒥᓪᓘᓐᓃᑦ ᐅᖃᐅᓯᖃᙱᑦᑐᖅ. ᐃᑉᔅᑕᐃᓐ (Epstein, 2013) ᐊᔾᔨᒋᔭᐅᔪᒥᒃ ᒪᓕᒐᕐᒥᒃ ᐱᙳᐊᕐᓂᕐᓄᑦ ᐊᑯᓂᐅᓂᖅᓴᓄᑦ ᑐᓂᓯᔪᖅ: ᖃᑉᐱᐊᓐᓂᖏᓐᓂ ᐱᕕᖏᓐᓂ ᐊᔪᒐᖅᑕᐅᓂᖅᓴᖅ ᓯᕗᓪᓕᐅᔪᖅ ᐱᙳᐊᕐᓂᐅᑉ 85%-ᖓᓂᒃ ᐅᖓᑖᓄᑦ.

ᐃᓪᓗᕐᓇᖅᑐᖅ ᐊᔾᔨᓕᐊᖅ

ᐊᔾᔨᒌᒃᑎᑕᐅᔪᖅ ᖃᓂᓕᒋᐊᖅᑐᖅ. ᑲᑎᑕᐅᔪᑦ ᐊᐅᓪᓚᖅᑐᑐᐃᓐᓇᐅᔪᑦ.

ᐊᔾᔨᒌᒃᑎᑕᐅᔪᖅ ᖃᓂᓕᒋᐊᖅᑐᖅ. ᑲᑎᑕᐅᔪᑦ ᐊᐅᓪᓚᖅᑐᑐᐃᓐᓇᐅᔪᑦ.

ᐱᕝᕕᒋᔭᐅᔪᑦ

  1. Bernoulli, J. Ars Conjectandi. 1713. ᐊᒥᓱᑦ ᓈᓴᐅᑏᑦ ᒪᓕᒐᖓ.
  2. Feller, W. An Introduction to Probability Theory and Its Applications, Vol. 1. Wiley, 3-ᖓ ᓴᖅᑭᑎᑕᐅᓂᖓ, 1968. ᑮᓇᐅᔭᓂᒃ ᐱᙳᐊᖅᑎᐅᑉ ᐃᓘᓐᓇᐃᓪᓗ ᐊᓯᐅᔾᔨᓂᖓ, ᐃᓚᖓ XIV.
ᕿᒥᕐᕈᔭᐅᓚᐅᖅᑐᖅ 2026-09-28ᐊᔾᔨᐅᖅᑕᐅᑎ: ᐃᐅᕌᐸ, ᐊᑕᐅᓯᖅ ᓯᕉᖃᓄᖅ ᓈᓴᐃᓂᖅ ↗ᐱᕝᕕᒋᔭᐅᔪᑦ ↗