In order to illustrate and isolate the effects of different strategies on variance and skew, I wrote a program to simulate the play of five different players, all experiencing the same series of outcomes, for 40,000 sessions of 60 passline bets each (or until some other stop condition took place). I ran three sets of these, the first with just passline bets, the second taking double odds and third taking 3, 4, 5X odds. I used the same RNG seed for each set of sessions.
The five players had these characteristics:
1. constant $5 bet amount, no stop conditions other than 60 bets
2. constant $5 bet amount, but with a stop condition of a loss amount
3. constant $5 bet amount, but with a stop condition of a win amount
4. 50% progression after every win, no stop condition
5. 50% progression after every loss, no stop condition
I didn’t combine any of the characteristics, in order to isolate their effects. Later, I will simulate some combinations.
First, for the passline without odds, for which the theoretical figures are:
60 bets: ev -$4.24, SD $38.73
player Guy 1 Guy 2 Guy 3 Guy 4 Guy 5
mean net : -$4.36 -$3.91 -$4.16 -$7.69 -$7.92
std. dev.: $38.91 $36.61 $37.94 $114.49 $136.59
+sessions: 16162 16058 16428 13135 23598
0sessions: 4111 3981 3964 241 225
-sessions: 19727 19961 19608 26624 16177
max win : $160 $160 $50 $3660 $185
max loss : $160 $50 $160 $188 $4615
busts : N/A 9248 N/A N/A N/A
win goals: N/A N/A 6890 N/A N/A
The graph for Guy #1 is the familiar bell-shaped curve. With a stop-loss of $50, you cut off the left tail and build a spike at -$50, with the opposite effect for a win-goal stop condition, except the spike is smaller. It’s easier to lose $50 than win it. The progressions really kick in the “skew”, as progressing on a win results in lots more losing sessions but large wins when the dice cooperate, a “right skew”. Progressing on a loss creates more-or-less of a mirror image of progressing on a win, a “left skew”. Naturally, since these “guys” were betting more, their mean loss is larger. When you’re not taking odds, to get variance you have to progress your bets.
Now, for $5 passline (base bet), taking double odds, stop-loss and win goal each $100
60 bets: ev -$4.24, SD $110.67
player Guy 1 Guy 2 Guy 3 Guy 4 Guy 5
mean net : -$3.38 -$3.03 -$3.06 -$9.19 -$4.54
std. dev.: $110.48 $100.10 $102.34 $314.62 $369.83
+sessions: 19389 18312 20437 14569 24671
0sessions: 127 104 104 93 86
-sessions: 20484 21584 19459 25338 15243
max win : $477 $477 $124 $10917 $890
max loss : $445 $114 $445 $529 $12629
busts : N/A 13964 N/A N/A N/A
win goals: N/A N/A 13124 N/A N/A
First, notice the effects of taking odds on all the “guys”: about the same mean outcome, but lots higher SD, more winning sessions, larger wins and larger losses. No surprises. Even doubling the stop-loss and win goal, more shortened sessions for Guys #2 and #3. Of the 40,000 sessions, Guy #4 had 392 wins of over $1000, 18 of over $5000. Guy #5 had 36 sessions losing at least $5000, 503 losing at least $1000. Of course, those are still very low percentages of all the sessions.
Comparing the different strategies in the double-odds scenario, we see pretty much the same relationships as we saw without odds, somewhat less variance for Guys #2 and #3, lots more for #4 and #5, more winning sessions for #3 and #5, more losing sessions for #2 and #4.
(Notice that the stop-loss and win-goal can be “overshot” by a bit when you’re taking odds.)
Now, for $5 passline (base bet), taking 3, 4, 5X odds, stop-loss and win goal each $150
60 bets: ev -$4.24, SD $190.37
player Guy 1 Guy 2 Guy 3 Guy 4 Guy 5
mean net : -$3.49 -$2.63 -$2.79 -$10.83 -$2.33
std. dev.: $189.88 $167.66 $169.89 $547.42 $634.56
+sessions: 19475 17641 21312 15045 24724
0sessions: 357 284 269 50 42
-sessions: 20168 22075 18419 24905 15234
max win : $835 $835 $180 $19994 $1706
max loss : $725 $175 $725 $1488 $21271
busts : N/A 16318 N/A N/A N/A
win goals: N/A N/A 15793 N/A N/A
Kicking the odds up for Guys #2 and #3, even with $150 as the cutoffs, still results in more shortened sessions. Guy #5 has 15 sessions winning over $10,000, 59 winning over $5000 and 1064 winning over $1000. Still, the odds are about 37-to-1 against winning $1000 or more. Guy #5 has 1261 sessions losing at least $1000, 83 losing at least $5000 and 26 losing $10,000.
If I had kept the magnitudes of the stop-loss and win-goal constant, the number of shortened sessions would have been much greater, of course.
Next, I will combine some of these strategies, giving Guys #4 and #5 a stop-loss, a win goal, and maybe both.
Cheers,
Alan Shank








