ᕉᓚᑦ: ᓈᓴᐃᓂᖅ · ᐱᒻᒪᕆᐅᔪᖅ ᐃᓱᒪᒋᔭᖅ · 8 ᒥᓂᑦ

ᐊᔾᔨᒌᙱᓐᓂᖅ

ᓱᒻᒪᑦ ᐊᑕᐅᓯᕐᒧᑦ ᐱᙳᐊᕈᑎ ᐊᐅᐸᓗᒃᑐᒧᓪᓗ ᐱᙳᐊᕈᑎ, ᐊᔾᔨᒌᒃᑐᒥᒃ ᓂᕆᐅᒋᔭᐅᔪᒥᒃ ᐊᓯᐅᔾᔨᓂᖃᖅᑐᒃᓈᓴᐃᓂᖅᓂᕆᐅᒋᔭᐅᔪᖅ ᐊᓯᐅᔾᔨᓂᖅᓂᕆᐅᒋᔭᐅᔪᖅ ᐊᑭᖓ ᐊᕐᓕᒃᓗᒍ ᐱᙳᐊᕈᑏᑦ ᑲᑎᑕᐅᓂᖏᓐᓄᑦ; ᐱᙳᐊᖅᑕᐅᓂᖓᓂ ᐅᕝᕙᓘᓐᓃᑦ ᐱᕕᒃᓴᕐᒥ ᐊᓯᐅᔾᔨᓂᖅ ᐊᔾᔨᒌᒃᑎᑕᐅᔪᖅ.ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ →, ᐊᔾᔨᒋᙱᑦᑐᒃ ᐱᙳᐊᕐᓃᒃ ᐃᓱᒪᒋᔭᐅᕙᒃᐸᒃ.

ᓇᐃᑦᑐᖅ ᑭᐅᔾᔪᑎ

ᐊᔾᔨᒌᙱᓐᓂᖅ ᓇᓗᓇᐃᖅᓯᔪᖅ ᐃᓱᓕᑦᑎᓂᖏᑦ ᖃᓄᐃᓪᓗᐊᑦᑎᐊᖅ ᓂᕆᐅᒋᔭᐅᔪᖅ ᐊᑭᖓ ᐊᕕᒃᓯᒪᓂᖏᓐᓂᒃ. ᐊᑦᔨᐅᑎᒧᑦ ᐱᙳᐊᕈᑎᒋᔭᐅᔪᒧᑦ 34 ᖃᓂᒋᔮᓂ ᐊᑕᐅᓯᕐᒧᑦ ᐱᙳᐊᕈᑎᒧᑦ ᐊᒻᒪ 1 ᖃᓂᒋᔮᓂ ᐊᐅᐸᓗᒃᑐᒧᑦ.

ᐊᑕᐅᓯᕐᒧᑦ ᐱᙳᐊᕈᑎ
σ² ≈ 34.1
ᐊᐅᐸᓗᒃᑐᖅ
σ² ≈ 1.00
ᐊᔾᔨᒌᙱᓐᓂᖏᑦ
34×
N ᒪᓕᒃᓗᒍ ᐊᖏᒡᓕᕐᓂᖓ
ᑐᓪᓕᑦᑕᐅᑦᑐᖅ

ᐱᙳᐊᕈᑎᒧᑦ ᐊᑕᐅᓯᕐᒧᑦ ᓈᓴᐅᑎᓕᐅᕈᑎ

ᐱᙳᐊᕈᑎ W, 1-ᒧᑦ ᐊᑭᓕᐅᑎᓕᒃ ᐱᔪᓐᓇᕐᓂᖓᓈᓴᐃᓂᖅᐱᔪᓐᓇᕐᓂᖅᐱᓐᓂᐅᑉ ᐱᔪᓐᓇᕐᓂᖓ, 0-ᒥᑦ 1-ᒧᑦ ᐅᕝᕙᓘᓐᓃᑦ 0%-ᒥᑦ 100%-ᒧᑦ. ᓈᓴᐅᑎ ᐊᑕᐅᓯᖅ: 1/37 = 2.70%.ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ → p-ᒥ, ᐊᑦᔨᐅᑎᒧᑦᑮᓇᐅᔭᖅᐊᑦᔨᐅᑎᐸᕐᓇᐅᑎᐅᑉ ᐅᕝᕙᓘᓐᓃᑦ ᐱᙳᐊᖅᑎᐅᑉ ᑐᙵᕕᒋᔭᖓ ᐱᙳᐊᕈᑎ ᑮᓇᐅᔭᖓ. ᐊᓯᑦᑐᖅᐸᓪᓕᐊᓂᐅᔪᑦ ᐊᑦᔨᐅᑎᓄᑦ ᓇᓗᓇᐃᖅᑕᐅᕙᒃᑐᑦ, ᑕᐃᒪ ᓇᓕᐊᓂᑐᐃᓐᓇᖅ ᐱᙳᐊᕐᕕᒻᒥ ᐊᑐᕈᓐᓇᖁᓪᓗᒋᑦ.ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ → ᐃᓱᓕᑦᑎᓂᖓ +W-ᖑᔪᖅ p ᐱᔪᓐᓇᕐᓂᖓᒍᑦ ᐊᒻᒪ −1 1 − p ᐱᔪᓐᓇᕐᓂᖓᒍᑦ. ᓂᕆᐅᒋᔭᐅᔪᖅ ᐊᑭᖓᓈᓴᐃᓂᖅᓂᕆᐅᒋᔭᐅᔪᖅ ᐊᑭᖓᐱᙳᐊᕈᑎ ᐊᑐᓂ ᐊᑯᓂᐅᓂᖅᓴᒥ ᐊᔾᔨᒌᒃᑎᑕᐅᔪᖅ ᐱᓐᓂᖓ. ᐃᐅᕌᐸ ᐱᙳᐊᕈᑎ ᑕᒪᐃᓐᓂ −1/37 ᐱᙳᐊᕈᑎ ᑮᓇᐅᔭᖓᓂᑦ.ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ → pW − (1 − p) = −1/37. ᐊᔾᔨᒌᙱᓐᓂᖅᓈᓴᐃᓂᖅᐊᔾᔨᒌᙱᓐᓂᖅᐱᓐᓂᐅᔪᑦ ᓂᕆᐅᒋᔭᐅᔪᖅ ᐊᑭᖓᑕ ᐊᕙᓗᐊᓂ ᖃᓄᖅ ᓯᐊᒻᒪᒃᓯᒪᓂᖏᓐᓂᒃ ᓈᓴᐅᑎ. ᐊᑕᐅᓯᕐᒧᑦ ᐱᙳᐊᕈᑎᒥ ᐊᖏᔪᖅ, ᐊᔾᔨᒌᒃᑐᒥᒃ ᐊᑭᓕᐅᑎᓕᖕᓂ ᐱᙳᐊᕈᑏᓐᓂ ᒥᑭᔪᖅ.ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ → E[X²] − EV² = pW² + (1 − p) − (1/37)². ᐊᑕᐅᓯᕐᒧᑦ ᐱᙳᐊᕈᑎᒧᑦᐱᙳᐊᕈᑎᐊᑕᐅᓯᕐᒧᑦ ᐱᙳᐊᕈᑎᓈᓴᐅᑎ ᐊᑕᐅᓯᖅ, ᐊᑭᓕᐅᑎ 35:1.ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ →: (1/37)(1225) + 36/37 − 0.0007 ≈ 34.08. ᐊᐅᐸᓗᒃᑐᒧᑦᐱᙳᐊᕈᑎᐊᐅᐸᓗᒃᑐᖅᐊᔾᔨᒌᒃᑐᒥᒃ ᐊᑭᓕᐅᑎᓕᒃ ᐱᙳᐊᕈᑎ 18 ᐊᐅᐸᓗᒃᑐᓄᑦ ᓈᓴᐅᑎᓄᑦ. ᕖᓇᓯᑐᑦ: ᕈᔾ (rouge).ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ →: 18/37 + 19/37 − 0.0007 ≈ 0.999.

ᐱᙳᐊᕈᑎpWᐊᔾᔨᒌᙱᓐᓂᖅ $1-ᒧᑦσ $1-ᒧᑦ
ᐊᑕᐅᓯᕐᒧᑦ ᐱᙳᐊᕈᑎ1/373534.085.84
ᒪᕐᕉᓄᑦ ᐱᙳᐊᕈᑎ2/371716.704.09
ᐱᖓᓱᓄᑦ ᐱᙳᐊᕈᑎ3/371110.753.28
ᓯᑕᒪᓄᑦ ᐱᙳᐊᕈᑎ4/3788.052.84
ᐱᖓᓲᔪᖅᑐᓄᑦ ᐱᙳᐊᕈᑎ6/3754.972.23
ᑕᓴᓐ12/3721.941.39
ᐊᔾᔨᒌᒃᑐᒥᒃ ᐊᑭᓕᐅᑎᓕᒃ18/3710.9991.00
EV ᑐᓪᓕᖅᑐᓂ ᑕᒪᐃᓐᓂ ᐊᔾᔨᒌᒃᑐᖅ. ᐊᒥᓲᓂᖅᓴᓂᒃ ᓈᓴᐅᑎᓂᒃ ᐱᙳᐊᕈᑎᒋᓂᖅ ᐊᔾᔨᒌᙱᓐᓂᖅ ᒥᑭᓕᕐᓂᖅᓴᐅᔪᖅ.

ᐱᙳᐊᖅᑕᐅᓂᖓᓄᑦ ᓱᓇᒥᒃ ᑐᑭᖃᖅᐸ

ᐊᔾᔨᒌᙱᓐᓃᑦ ᐃᒻᒥᓂᖅ ᑲᐃᕙᕐᓂᓂᓈᓴᐃᓂᖅᐃᒻᒥᓂᖅ ᑲᐃᕙᕐᓃᑦᑲᐃᕙᕐᓂᖅ ᑕᒪᐃᓐᓂ ᐊᔾᔨᒌᒃᑐᓂᒃ ᐱᔪᓐᓇᕐᓂᓕᒃ, ᓯᕗᓂᖓᓂ ᐱᓯᒪᔪᑦ ᖃᓄᐃᒃᑲᓗᐊᕐᒪᖔᑕ. ᒪᑉᐱᒐᓂ ᐅᕙᓂ ᓈᓴᐅᑎᓕᐅᕈᑏᑦ ᑕᒪᐃᑦ ᑐᙵᕕᖓ.ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ → ᑲᑎᑕᐅᕙᒃᑐᑦ, ᑕᐃᒪ N ᑲᐃᕙᕐᓂᓂ ᐊᔾᔨᒌᒃᑐᒥᒃ ᐱᙳᐊᕈᑎ ᑮᓇᐅᔭᓕᒻᒥ ᑲᑎᓪᓗᒋᑦ ᐊᔾᔨᒌᙱᓐᓂᖓ N × ᐱᙳᐊᕈᑎ ᑮᓇᐅᔭᖓ² × σ²-ᖑᔪᖅ, ᐊᒻᒪ ᐊᔾᔨᒌᙱᓐᓂᐅᑉ ᐊᑦᔨᐅᑎᖓᓈᓴᐃᓂᖅᐊᔾᔨᒌᙱᓐᓂᐅᑉ ᐊᑦᔨᐅᑎᖓᐊᔾᔨᒌᙱᓐᓂᐅᑉ ᓯᑭᐊᖅᑐᓂᖓ (√); ᐱᓐᓂᐅᑉ ᓂᕆᐅᒋᔭᐅᔪᒥᑦ ᐊᑐᐃᓐᓇᐅᒐᔪᒃᑐᖅ ᐅᖓᓯᑦᑎᒋᓂᖓ.ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ → σ × ᐱᙳᐊᕈᑎ ᑮᓇᐅᔭᖓ × √N. 100 ᑲᐃᕙᕐᓃᑦ $10-ᒥ: ᐊᔾᔨᒌᙱᓐᓂᐅᑉ ᐊᑦᔨᐅᑎᖓ $584 ᖃᓂᒋᔮᓂ ᐊᑕᐅᓯᕐᒧᑦ ᐱᙳᐊᕈᑎᓄᑦ ᐊᒻᒪ $100 ᐊᐅᐸᓗᒃᑐᒧᑦ, ᐊᔾᔨᒌᒃᑐᒥᒃ ᓂᕆᐅᒋᔭᐅᔪᒥᒃ −$27 ᐊᕙᓗᓪᓗᒍ. ᐱᙳᐊᖅᑎ ᐊᑕᐅᓯᖅ ᐃᓱᓕᑦᑎᓂᖏᓐᓂᒃ ᕼᐊᓐᑐᕆᑦ ᐊᒥᓱᓄᑦ ᐊᓯᑦᑐᖅᐸᓪᓕᐊᔪᓂᒃ ᑕᑯᔪᖅ; ᐊᓯᐊ ᖃᐃᑦᑐᒥᒃ ᐊᓯᑦᑐᖅᐸᓪᓕᐊᓂᕐᒥᒃ ᑕᑯᔪᖅ. ᒪᕐᕉᒃ ᐊᔾᔨᒌᒃᑐᒥᒃ ᐊᑭᓕᖅᓱᖅᑐᒃ.

100 ᑲᐃᕙᕐᓂᓕᓐᓂ, $10-ᓕᓐᓂ ᐱᙳᐊᖅᑕᐅᓂᖓᓂ ᐊᔾᔨᒌᙱᓐᓂᐅᑉ ᐊᑦᔨᐅᑎᖓ$
ᐊᑕᐅᓯᕐᒧᑦ ᐱᙳᐊᕈᑎ
$584
ᒪᕐᕉᓄᑦ ᐱᙳᐊᕈᑎ
$409
ᓯᑕᒪᓄᑦ ᐱᙳᐊᕈᑎ
$284
ᐱᖓᓲᔪᖅᑐᓄᑦ ᐱᙳᐊᕈᑎ
$223
ᑕᓴᓐ
$139
ᐊᔾᔨᒌᒃᑐᒥᒃ ᐊᑭᓕᐅᑎᓕᒃ
$100
$
0292$584
ᓂᕆᐅᒋᔭᐅᔪᖅ ᐃᓱᓕᑦᑎᓂᖅ ᑕᒪᐃᓐᓂ: −$27.

ᕉᓚᑦᒥ ᐃᒻᒥᓂᖅ ᑲᐃᕙᕐᓃᑦ

ᐊᔾᔨᒌᙱᓐᓂᖅ ᐸᕐᓇᐅᑏᓪᓗ

ᐊᓯᑦᑐᖅᐸᓪᓕᐊᓂᖅᐸᕐᓇᐅᑎᐊᓯᑦᑐᖅᐸᓪᓕᐊᓂᖅᒪᓕᒐᖅ ᓇᓕᐊᑐᐃᓐᓇᖅ ᐱᙳᐊᕈᑎ ᑮᓇᐅᔭᖓᓂᒃ ᐊᓂᒍᖅᓯᒪᔪᑦ ᐱᓐᓂᖏᑦ ᒪᓕᒡᓗᒋᑦ ᐊᓯᑦᑐᐃᔪᖅ. ᐊᑲᐅᙱᑦᑐᑦ ᐊᓯᑦᑐᖅᐸᓪᓕᐊᓂᐅᔪᑦ ᐊᓯᐅᔾᔨᓂᖅ ᑭᖑᓂᖓᓂ ᖁᕝᕙᑦᑎᔪᑦ, ᐱᐅᔪᑦ ᐊᔪᒐᕐᓂᖅ ᑭᖑᓂᖓᓂ.ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ → EV ᐊᑦᔨᐅᑎᒧᑦ ᐱᙳᐊᕈᑎᒋᔭᐅᔪᒧᑦ ᐊᓯᔾᔨᖅᑎᑦᓯᙱᑦᑐᖅ, ᑭᓯᐊᓂ ᐱᙳᐊᕈᑎᒋᔭᐅᔪᑦ ᑮᓇᐅᔭᑦ ᐊᕕᒃᓯᒪᓂᖏᓪᓗ ᐊᓯᔾᔨᖅᑎᑦᓯᔪᖅ. ᒫᑎᓐᒐᐃᓪᐸᕐᓇᐅᑎᒫᑎᓐᒐᐃᓪᐊᓯᑦᑐᖅᐸᓪᓕᐊᓂᖅ ᐊᓯᐅᔾᔨᓂᖅ ᑕᒪᐃᓐᓂ ᐱᙳᐊᕈᑎ ᒪᕐᕉᕆᐊᖅᑐᖅ. ᐸᕐᓇᐅᑏᑦ ᐃᓚᖓᓂ ᑕᑯᓗᒍ ᖃᓄᐃᓕᐅᕐᓂᖓ ᖃᓄᐃᓕᐅᙱᓐᓂᖓᓗ.ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ → ᐱᙳᐊᖅᑕᐅᓂᖏᓐᓂ ᐊᒥᓲᓂᖏᓐᓂ ᐊᔾᔨᒌᙱᓐᓂᕐᒥᒃ ᒥᑭᓕᖅᑎᑦᓯᔪᖅ (ᐊᒥᓱᑦ ᒥᑭᔪᑦ ᐊᔪᒐᕐᓃᑦ) ᐊᒻᒪ ᐊᖏᔪᒥᒃ ᐱᔪᓐᓇᕐᓂᖃᓐᓂᖅᓴᒥᒃ ᐃᓚᒋᐊᖅᓯᓪᓗᓂ (ᐱᑦᑕᕐᕕᐅᓐᖏᓂᖅᓴᖅ ᐊᖏᔪᖅ ᐊᓯᐅᔾᔨᓂᖅ); ᐱᙳᐊᖅᑕᐅᓂᖏᓐᓂ ᑕᒪᐃᓐᓂ ᑲᑎᓪᓗᒋᑦ ᐊᔾᔨᒌᙱᓐᓂᖅ ᐊᔾᔨᒌᒃᑐᓂᒃ ᐱᙳᐊᕈᑎᓕᐅᕐᓂᕐᒥᑦᐸᕐᓇᐅᑎᐊᔾᔨᒌᒃᑐᓂᒃ ᐱᙳᐊᕈᑎᓕᐅᕐᓂᖅᑲᐃᕙᕐᓂᖅ ᑕᒪᐃᓐᓂ ᐊᔾᔨᒌᒃᑐᒥᒃ ᐱᙳᐊᕈᑎᓕᐅᕐᓂᖅ. ᐊᓯᑦᑐᖅᐸᓪᓕᐊᓂᖅ ᑕᒪᐃᑦ ᑕᒪᑐᒧᖓ ᐊᔾᔨᒌᒃᓯᔭᐅᕙᒃᑐᑦ.ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ → ᐊᖏᓂᖅᓴᐅᔪᖅ ᑖᔅᓱᒪ ᐱᓪᓗᒍ. ᐸᕈᓕᐸᕐᓇᐅᑎᐸᕈᓕᐱᐅᔪᖅ ᐊᓯᑦᑐᖅᐸᓪᓕᐊᓂᖅ: ᐊᔪᒐᕐᓂᖅ ᑭᖑᓂᖓᓂ ᒪᕐᕉᕆᐊᖅᓗᒍ, ᐊᓯᐅᔾᔨᓂᖅ ᑭᖑᓂᖓᓂ ᐅᕝᕙᓘᓐᓃᑦ ᐱᖓᓱᑦ ᐊᔪᒐᕐᓃᑦ ᑐᓪᓕᖅᑐᑦ ᑭᖑᓂᖏᓐᓂ ᐱᒋᐊᖅᑭᓪᓗᒍ. ᐊᓯᐊᓂ ᐊᑎᖓ: ᐅᑎᖅᑕᖅ ᒫᑎᓐᒐᐃᓪ.ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ → ᐅᑎᖅᑕᖅᑐᒥᒃ ᓴᓇᔪᖅ. ᐸᕐᓇᐅᑎᒥᒃ ᓇᓚᐅᑦᑖᕐᓂᖅ ᐊᔾᔨᒌᙱᓐᓂᐅᑉ ᐱᐅᓯᖓᓂᒃ ᓇᓚᐅᑦᑖᕐᓂᐅᔪᖅ; ᐊᔾᔨᒌᒃᑎᑕᐅᔪᖅ ᓇᓚᐅᑦᑖᖅᑕᐅᔪᓐᓇᙱᑦᑐᖅ.

ᖁᓕᑦ ᐊᑕᐅᓯᕐᒧᑦ ᐱᙳᐊᕈᑎᓕᐅᖅᑕᐅᓂᖏᑦ, $10 ᐊᔾᔨᒌᒃᑐᖅ: ᐊᔾᔨᒌᙱᓐᓂᖅ ᑕᑯᔭᐅᓕᖅᑐᖅᐃᓱᓕᓐᓂᖓ, ᐱᒋᐊᕐᓂᖓᓂᒃ ᐊᔾᔨᒋᓗᒍ
+$3,360$0−$500+$1,4400125250375500ᑲᐃᕙᕐᓃᑦᐃᓱᓕᓐᓂᖓ
1,000 ᐱᙳᐊᖅᑕᐅᓂᖏᑦ × 500 ᑲᐃᕙᕐᓃᑦ · ᑕᐅᑦᑐᖓ ᕗᐊᔪᓕᑦ p10/p25/p75/p90, ᖃᐅᒻᒪᖅᓯᒪᔪᖅ ᑐᖑᔪᖅᑐᖅ ᐊᑯᓐᓂᐊᓃᑦᑐᖅ, 83 ᐊᔪᕿᓗᐊᙱᑦᑐᑦ ᐆᒃᑐᕈᑏᑦ · ᓈᓴᐅᑎᓕᐊᒃᑯᑦ ᐃᖏᕐᕋᕐᓗᑎᑦ ᑲᐃᕙᕐᓂᕐᒥ ᐃᓚᖏᑦ ᑕᑯᓂᐊᕐᓗᒋᑦ
  • p10 −$500
  • p25 −$500
  • ᐊᑯᓐᓂᐊᓃᑦᑐᖅ −$500
  • p75 +$40
  • p90 +$1,120
1,000 ᐱᙳᐊᖅᑕᐅᓂᖏᑦ × 500 ᑲᐃᕙᕐᓃᑦ · ᖁᒻᒧᑦ ᑐᑭᓕᐊᖅ ᑭᒡᓕᖃᖅᑐᖅ 1–99-ᖓᓄᑦ ᐳᓴᓐᑎᓪᒧᑦ (ᐊᖏᓛᑦ −$500-ᒥᑦ +$5,120-ᒧᑦ) · 500 ᑲᐃᕙᕐᓃᑦ · $10 ᐱᒋᐊᕈᑎ · ᐊᑕᐅᓯᕐᒧᑦ ᐱᙳᐊᕈᑎ

ᐊᔾᔨᒌᒃᑐᓂᒃ ᐱᙳᐊᕈᑎᓕᐅᕐᓂᖅ ᐸᕐᓇᐅᑎ ᕉᓚᑦᒥᐸᕈᓕ ᐸᕐᓇᐅᑎ ᕉᓚᑦᒥ (ᐅᑎᖅᑕᖅ ᒫᑎᓐᒐᐃᓪ)

ᓱᒻᒪᑦ ᐱᙳᐊᖅᑎᒧᑦ ᐱᒻᒪᕆᐅᕙ

ᐊᔾᔨᒌᙱᓐᓂᖅ ᐱᙳᐊᖅᑕᐅᓂᖏᓐᓂ ᓇᐃᑦᑐᓂ ᓇᓗᓇᖅᑐᓂᒃ ᐊᑯᓂᐅᔪᓂᓪᓗ ᓇᓗᓇᙱᑦᑐᓂᒃ ᓴᓇᔪᖅ. σ = $100 ᐊᒻᒪ EV = −$27 100 ᑲᐃᕙᕐᓂᓂ, ᑳᓯᓅᑉ ᐃᓚᖓ ᐱᔪᓐᓇᕐᓂᒃᑯᑦ ᐊᓯᑦᑐᓐᓂᐅᑉ ᓯᑕᒪᐅᓂᖓᑕ ᐊᑕᐅᓯᖓ ᐊᒻᒪ ᑮᓇᐅᔭᒃᓴᖅᑐᖅ ᐱᙳᐊᖅᑕᐅᓂᖓ ᐊᑐᕐᓗᐊᖑᔪᖅ. 10,000 ᑲᐃᕙᕐᓂᓂ EV −$2,700-ᖑᔪᖅ ᐊᒻᒪ σ $1,000-ᖑᔪᖅ; ᑳᓯᓅᑉ ᐃᓚᖓ ᐱᔪᓐᓇᕐᓂᒃᑯᑦ ᐊᓯᑦᑐᓐᓂᕐᒥᑦ ᐱᖓᓱᕆᐊᖅᓗᒍ ᖃᓂᒋᔮᓂ ᐊᖏᓂᖅᓴᐅᓕᖅᑐᖅ ᐊᒻᒪ ᑮᓇᐅᔭᒃᓴᖅᑐᑦ ᑐᓪᓕᖅᑐᑦ ᐱᖓᓱᓂᒃ ᓯᒡᒪᓂᒃ ᐱᑦᑕᕐᓂᐅᓕᖅᑐᑦ. ᐊᔾᔨᒌᙱᓐᓂᖅ ᐱᙳᐊᖅᑎᐅᑉ ᐱᓗᐊᖅᑕᖓ ᓇᐃᑦᑐᒥ, ᑳᓯᓅᓪᓗ ᐊᑯᓂᐅᔪᒥ.

ᐱᙳᐊᕈᑏᑦ ᑲᑎᑦᑕᐅᓯᒪᔪᑦ ᐊᔾᔨᒌᙱᓐᓂᖏᑦ

ᐱᙳᐊᕈᑏᑦ ᐊᒥᓱᑦ ᐊᔾᔨᒌᒃᑐᒥ ᑲᐃᕙᕐᓂᕐᒥ ᐃᓕᔭᐅᑉᐸᑕ, ᐃᓱᓕᑦᑎᓂᖏᑦ ᑲᑎᖓᔪᑦ (17 ᐊᔪᒐᖅᐸᑦ ᕿᕐᓂᖅᑐᖅᐱᙳᐊᕈᑎᕿᕐᓂᖅᑐᖅᐊᔾᔨᒌᒃᑐᒥᒃ ᐊᑭᓕᐅᑎᓕᒃ ᐱᙳᐊᕈᑎ 18 ᕿᕐᓂᖅᑐᓄᑦ ᓈᓴᐅᑎᓄᑦ. ᕖᓇᓯᑐᑦ: ᓄᐊᕐ (noir).ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ → ᑐᐊᓪᓗ ᑕᓴᓐᐱᙳᐊᕈᑎᑕᓴᓐ1–12, 13–24 ᐅᕝᕙᓘᓐᓃᑦ 25–36, ᐊᑭᓕᐅᑎ 2:1.ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ → ᐊᔪᒐᖅᑐᑦ), ᑕᐃᒪ ᐊᔾᔨᒌᙱᓐᓃᑦ ᑲᑎᑕᐅᑐᐃᓐᓇᙱᑦᑐᑦ. ᐱᙳᐊᕈᑎᓕᐅᕈᑎ ᓴᓇᕐᕈᑎ ᓯᑉᐳᑦᑮᓇᐅᔭᖅᓯᑉᓇᓗᓇᐃᒃᑯᑎ ᐊᑭᖃᐃᓐᓇᖅᑐᖅ, ᐱᙳᐊᕈᑎᓕᕆᕝᕕᖕᒥ ᐃᓕᔭᐅᔪᖅ ᐱᙳᐊᕈᑎᓕᐅᕐᓂᕐᒧᑦ. ᐊᓯᐊᓂ ᐊᑎᖓ: ᓯᐊᒃ (check).ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ → ᓇᓕᐊᒃᑲᓐᓂᑦ ᐊᕕᒃᓯᒪᓂᖏᓐᓂᒃ ᓱᓕᔪᒥᒃ ᓈᓴᐃᔪᖅ 37 ᐃᓱᓕᑦᑎᓂᖏᓐᓂᒃ ᑕᒪᐃᓐᓂᒃ ᓈᓴᐃᓪᓗᓂ, ᑖᓐᓇ ᐊᑕᐅᓯᐅᔪᖅ ᓱᓕᔪᖅ ᐱᓕᕆᓯᐅᑎ.

ᐱᙳᐊᕈᑎᓕᐅᕈᑎ

ᓈᓴᐅᑎᓕᐅᕈᑎ

Var = p·W² + (1 − p) − EV²
σ = √Var
σ_ᐱᙳᐊᖅᑕᐅᓂᖓ = σ · ᐱᙳᐊᕈᑎ ᑮᓇᐅᔭᖓ · √N

ᐊᐱᖅᑯᑏᑦ

ᐊᔾᔨᒌᙱᓐᓂᖅ ᐊᖏᓂᖅᓴᖅ ᐱᔪᓐᓇᕐᓂᖏᑦ ᐱᐅᙱᓂᖅᓴᐅᓂᖏᓐᓂᒃ ᑐᑭᖃᖅᐸ?

ᐋᒡᒐ. ᐱᙳᐊᕈᑏᑦ ᑕᒪᕐᒥᒃ ᓂᕆᐅᒋᔭᐅᔪᒥᒃ ᐊᑭᖃᖅᑐᑦ ᐊᔾᔨᒌᒃᑐᒥᒃ. ᐊᔾᔨᒌᙱᓐᓂᖅ ᐊᖏᓂᖅᓴᖅ ᑕᐃᑦᓱᒪ ᐊᕙᓗᐊᓂ ᐊᖏᓂᖅᓴᓂᒃ ᐊᓯᑦᑐᖅᐸᓪᓕᐊᓂᕐᒥᒃ ᑐᑭᖃᖅᑐᖅ.

ᓇᓕᐊ ᐱᙳᐊᕈᑎ ᐊᔾᔨᒌᙱᓐᓂᖓ ᒥᑭᓛᖑᕙ?

ᐊᔾᔨᒌᒃᑐᒥᒃ ᐊᑭᓕᐅᑎᓕᒃ ᐱᙳᐊᕈᑏᑦᐱᙳᐊᕈᑎᐊᔾᔨᒌᒃᑐᒥᒃ ᐊᑭᓕᐅᑎᓕᒃ ᐱᙳᐊᕈᑎᐊᐅᐸᓗᒃᑐᖅ/ᕿᕐᓂᖅᑐᖅ, ᐊᕕᒃᑕᐅᔪᓐᓇᙱᑦᑐᖅ/ᐊᕕᒃᑕᐅᔪᓐᓇᖅᑐᖅ, ᐊᖏᔪᑦ/ᒥᑭᔪᑦ. 18 ᓈᓴᐅᑏᑦ, ᐊᑭᓕᐅᑎ 1:1.ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ →, σ ≈ 1 ᐊᑦᔨᐅᑎᒧᑦ. ᓚ ᐸᕐᑕᔾᒪᓕᒐᖅᓚ ᐸᕐᑕᔾᕖᓇᓯ ᒪᓕᒐᖓ: ᓯᕉ ᐊᔪᒐᖅᐸᑦ, ᐊᔾᔨᒌᒃᑐᒥᒃ ᐊᑭᓕᐅᑎᓕᒃ ᐱᙳᐊᕈᑎ ᑮᓇᐅᔭᖓᑕ ᕿᑎᖓ ᐅᑎᖅᑎᑕᐅᔪᖅ. ᑕᐃᒃᑯᓂ ᐱᙳᐊᕈᑏᓐᓂ ᑳᓯᓅᑉ ᐃᓚᖓ ᕿᑎᐊᓄᑦ ᒥᑭᓕᒋᐊᖅᑎᑕᐅᔪᖅ, 1.35%-ᒧᑦ.ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ → ᐊᑐᖅᑕᐅᑎᓪᓗᒍ ᒥᑭᓂᖅᓴᐅᓕᖅᑐᖅ, ᐊᔾᔨᒌᒃᑎᑕᐅᔪᕐᓗ ᐱᐅᓯᑎᑕᐅᓪᓗᓂ.

ᓱᒻᒪᑦ ᑳᓯᓄᑦ ᐊᔾᔨᒌᙱᓐᓂᖓ ᐊᖏᔪᓂᒃ ᐱᙳᐊᕈᑎᓂᒃ ᐊᑐᖁᔨᕙᑦ?

ᓂᕆᐅᒋᔭᐅᔪᖅ ᑮᓇᐅᔭᒃᓴᕐᓂᖅ ᑖᓚᒧᑦ ᐊᔾᔨᒌᒃᑐᖅ; ᐊᔾᔨᒌᙱᓐᓂᖅ ᑳᓯᓅᑉ ᑮᓇᐅᔭᒃᓴᕐᓂᖓ ᖃᓄᖅ ᐊᔾᔨᒌᙱᑦᑐᒥᒃ ᑎᑭᑉᐸᓐᓂᖓᓂᒃ ᑭᓯᐊᓂ ᐊᓯᔾᔨᖅᑎᑦᓯᔪᖅ, ᐊᒻᒪ ᑳᓯᓄ ᑕᐅᓴᓐ ᐊᒥᓱᓂᒃ ᐱᙳᐊᖅᑎᓂᒃ ᐱᑕᖃᖅᑐᖅ ᐊᔾᔨᒌᓕᖅᑎᑦᓯᔪᓂᒃ.

ᓈᓴᐃᓂᕐᒥᒃ ᐱᙳᐊᕐᓂᖅ

ᓯᕗᓪᓕᐅᓪᓗᓂ ᐃᓕᖕᓂᒃ ᐆᒃᑐᕐᓗᑎᑦ. ᑭᐅᔾᔪᑏᑦ ᐃᓗᓕᖏᑦ ᒪᑐᔭᐅᓯᒪᔪᑦ; ᐅᐸᒍᓐᓇᕈᕕᑦ ᒪᑐᐃᖅᓯᓗᒍ.

  1. ᐱᙳᐊᖅᑏᒃ ᑕᒪᒃᑭᓄᑦ $1-ᒥᒃ ᑲᐃᕙᕐᓂᕐᒥ ᐱᙳᐊᕈᑎᓕᐅᖅᑐᒃ 100 ᑲᐃᕙᕐᓃᓐᓂ ᐃᐅᕌᐸ ᐊᒃᓴᓗᐊᖓᓂ, ᐊᑕᐅᓯᖅ ᑕᐃᒪ ᐊᐅᐸᓗᒃᑐᒧᑦᐱᙳᐊᕈᑎᐊᐅᐸᓗᒃᑐᖅᐊᔾᔨᒌᒃᑐᒥᒃ ᐊᑭᓕᐅᑎᓕᒃ ᐱᙳᐊᕈᑎ 18 ᐊᐅᐸᓗᒃᑐᓄᑦ ᓈᓴᐅᑎᓄᑦ. ᕖᓇᓯᑐᑦ: ᕈᔾ (rouge).ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ →, ᐊᓯᐊ ᑕᐃᒪ 17-ᒧᑦ. ᑭᓇ ᐃᓱᐊᓂ ᓯᕗᓪᓕᐅᓂᖅᓴᐅᔪᓐᓇᕐᓂᖅᓴᐅᕙ?

    ᑭᐅᔾᔪᑎ ᑕᑯᓗᒍ

    ᑭᐅᔾᔪᑎ ᐱᙳᐊᖅᑎ 17-ᒧᑦ: 50.9%, ᐊᐅᐸᓗᒃᑐᒧᑦ 35.5% ᐊᑐᓂ. ᒪᕐᕉᒃ ᐊᔾᔨᒌᒃᑎᓪᓗᒋᑦ $2.70-ᒥᒃ ᐊᓯᐅᔾᔨᔪᒃ.

    ᐊᐅᐸᓗᒃᑐᖅ: ᐱᙳᐊᖅᑎ ᓯᕗᓪᓕᐅᔪᖅ 100 ᐃᓚᖏᓐᓂ 51 ᐅᕝᕙᓘᓐᓃᑦ ᐅᖓᑖᓄᑦ ᐊᔪᒐᕈᓂ, ᑕᒪᐃᓐᓇ ᐱᔪᓐᓇᕐᓂᓕᒃᓈᓴᐃᓂᖅᐱᔪᓐᓇᕐᓂᖅᐱᓐᓂᐅᑉ ᐱᔪᓐᓇᕐᓂᖓ, 0-ᒥᑦ 1-ᒧᑦ ᐅᕝᕙᓘᓐᓃᑦ 0%-ᒥᑦ 100%-ᒧᑦ. ᓈᓴᐅᑎ ᐊᑕᐅᓯᖅ: 1/37 = 2.70%.ᐃᓘᓐᓇᖓ ᐅᖃᓕᒫᕐᓗᒍ → 18/37. ᒪᕐᕉᓄᑦ ᐊᕕᒃᓯᒪᓂᖏᑦ (binomial) 35.5%-ᒥᒃ ᓴᖅᑭᑦᑎᔪᑦ, 50-ᓗ ᐊᔪᒐᕐᓃᑦ ᓱᓕᓪᓚᕆᒃ, ᐊᔪᒐᙱᓪᓗᓂ ᐊᓯᐅᔾᔨᙱᓪᓗᓂᓗ, ᐊᓯᐊ 7.7%.

    ᓈᓴᐅᑎ 17: ᐊᔪᒐᕐᓂᖅ ᑕᒪᐃᓐᓇ $36-ᒥᒃ ᐅᑎᖅᑎᑦᓯᔪᖅ, ᑕᐃᒪᐃᒻᒪᑦ ᒪᕐᕉᒃ ᐊᔪᒐᕐᓃᒃ (−$28) ᓈᒻᒪᙱᑦᑐᒃ ᐱᖓᓱᓪᓗ (+$8) ᓈᒻᒪᒃᑐᑦ. 100 ᑲᐃᕙᕐᓃᓐᓂ 1/37-ᒥ ᐱᖓᓱᓄᑦ ᐅᖓᑖᓄᓘᓐᓃᑦ ᐱᔪᓐᓇᕐᓂᖅ 50.9%.

    ᐊᑕᐅᓯᕐᒧᑦ ᐱᙳᐊᖅᑎ ᓯᕗᓪᓕᐅᓂᖅᓴᐅᕙᒃᑐᖅ, ᑭᓯᐊᓂ ᓴᖅᑭᑦᑕᖏᑦ ᐊᔾᔨᒌᙱᓐᓂᖅᓴᐅᔪᑦ: ᐊᔪᒐᕐᓂᖅ ᐊᑕᐅᓯᖅ ᐅᖓᑖᓄᑦ ᐅᕝᕙᓘᓐᓃᑦ ᐊᑖᓄᑦ ᓴᖅᑭᑦᑕᖓᓂᒃ $36-ᒥᒃ ᓄᑦᑕᖅᑎᑦᓯᔪᖅ, ᐱᙳᐊᖅᑏᓪᓗ ᐊᓯᐅᔾᔨᓯᒪᔪᑦ ᐊᒥᓲᓂᖅᐹᒥ ᐊᓯᐅᔾᔨᓗᐊᕐᓂᖅᓴᐅᔪᑦ. ᐳᓪᒪᓐ (Bollman, 2024) ᐊᒥᐊᓕᑲ ᓈᓴᐅᑎᖏᓐᓂᒃ ᑐᓂᓯᔪᖅ, 26.5% 49.2%-ᓗ.

ᐃᓪᓗᕐᓇᖅᑐᖅ ᐊᔾᔨᓕᐊᖅ

ᐊᔾᔨᒌᒃᑐᖅ ᓂᕆᐅᒋᔭᐅᔪᖅ ᐊᓯᐅᔾᔨᓂᖅ. ᐊᑕᐅᓯᖅ ᓂᐱᖃᓗᐊᖅᓗᓂ ᐅᖃᐅᓯᖃᖅᑐᖅ.

ᐊᔾᔨᒌᒃᑐᖅ ᓂᕆᐅᒋᔭᐅᔪᖅ ᐊᓯᐅᔾᔨᓂᖅ. ᐊᑕᐅᓯᖅ ᓂᐱᖃᓗᐊᖅᓗᓂ ᐅᖃᐅᓯᖃᖅᑐᖅ.

ᐱᕝᕕᒋᔭᐅᔪᑦ

  1. Ethier, S. N. The Doctrine of Chances: Probabilistic Aspects of Gambling. Springer, 2010. ᐃᓚᖓ 13, ᕉᓚᑦ.
  2. Feller, W. An Introduction to Probability Theory and Its Applications, Vol. 1. Wiley, 3-ᖓ ᓴᖅᑭᑎᑕᐅᓂᖓ, 1968. ᐱᙳᐊᖅᑎᐅᑉ ᓱᕋᐃᓂᖓ, ᐃᓚᖓ XIV.
ᕿᒥᕐᕈᔭᐅᓚᐅᖅᑐᖅ 2026-09-28ᐊᔾᔨᐅᖅᑕᐅᑎ: ᐃᐅᕌᐸ, ᐊᑕᐅᓯᖅ ᓯᕉᖃᓄᖅ ᓈᓴᐃᓂᖅ ↗ᐱᕝᕕᒋᔭᐅᔪᑦ ↗