Trading Strategy for BGG

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Annualized Returns of Trading Strategies for BGG
Best Returnat StopEpisodesLength Best +10at Stop -5 to -25
Buy and Hold-1.18 %0.211201.00
Buy On Rise Hold2.58 %0.28909.99
Buy On Dip Hold2.41 %0.33768.70
Signal and Hold-1.98 %0.201234.90
Stops Only19.05 %-0.0413.0019.439.40 %-0.112.80 %
Sell Signal Trim Stops19.48 %-0.192.00119.6419.48 %-0.1910.67 %
Buy Signals55.08 %-0.0142.005.961.45 %-0.12-3.69 %
All Methods58.66 %-0.0146.005.5011.00 %-0.194.38 %

The table above summarizes the results of the full range of stop-loss settings for BGG when applied to several different mechanical trading strategies over every trading session during the past 10 years. These results for sliding stop strategies are obtained by resetting the stop loss after the weekly closing. The top lines of the table show results from several variations on the classic Buy and Hold strategy, for which the concept of stops does not apply. Although this venerable strategy is frequently praised, in the most simple form, it failed for this company, with a loss of -1.00 %.

Buy and Hold strategy in the most simple form is exercised by buying on every day of the test period, and holding the issue to the end . Many people practice some of the more realistic versions of Buy and Hold, for example, Momentum Investors might buy on rising prices and then hold. A speculator with a bit of sophistication might buy on dipping prices, while a technician might wait for technical signals to buy and then hold.

Our tests show it is generally better to buy on the dips rather than trying to follow the momentum of the market. But BGG is an exception to that rule. Both strategies offer improvement over the unadorned Buy and Hold. Some stocks just do not seem to respond in a normal way to the usual technical signals. Here a signaled buy and hold offers no improvement at all!

All the buy and hold strategies suffer from a dangerous defect, as they do not cut losses. The statistics underestimate the harm of this defect, because market statistics are based on companies that survive. Doctors bury their mistakes, but Exchanges de-list them.

From the Report Dated 11/4/2010: For purposes of setting stop loss limits, the best setting is -4 percent when the stops for BGG are reset weekly. However, setting stops this close can result in excess transactions. The best stop wider than 10 percent is -11 percent. This has historically produced a yield during holding periods that annualizes to 9.00 %.

BGG:  Sliding Stops Reset Daily

How to set sliding stop limits for Briggs and Stratton:

Stop loss limit orders would appear to be almost always desirable. But where to set the stop limit is controversial. Setting to limit too low may allow for too great a loss. But setting the limit too high may cause the trade to "stop out" prematurely, perhaps missing a rally and also incurring an unwelcome brokerage fee.

Two issues need to be settled in arriving at a stop limit strategy. The first is to determine the price to position the stop loss at a percentage below the buy-in price. The second is to determine a strategy for raising or sliding the stop to lock in gains without undue risk of prematurely "stopping out" on some insignificant dip in price.

BGG:  Sliding Stops Reset Weekly


Some would advise you to set the stops at what you feel to be an acceptable loss. However, "feeling" is an extremely misleading guide. These charts are the output of a "brute force" calculation giving results for every stop loss setting from one percent to fifty percent on every trading day of the past ten years.

The bars represent the annual percentage appreciation achieved for each stop loss setting. This percentage is numbered on the right (blue) axis. The purple line depicts the number of "stop outs" on average per year at each stop loss setting . Transaction costs directly relate to this number on the left (purple) axis.

Sliding Stops Reset Monthly of Briggs and Stratton

These charts represent different strategies for "sliding" the stops to lock in gains. The first simply moves the stop up every day to the pre-determined percentage below the close price. The others move the stops up at the end of every week, and at the end of every month. Generally speaking, it seems better to move the stops less frequently than daily.

General Market Conditions

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BGG:  Sliding stops trimmed by sell signals
BGG:  Buy Signals and sliding stops
BGG:  Buy Signals and sliding stops




Technical Buy Signals and Trailing Stop-loss

Trailing stops set at -18.00 %
StartEndBuy InEnd PriceDifTotalTypeSessions
7/18/20019/10/200116.1313.25-2.88-2.88137
7/24/20019/17/200115.8412.68-3.16-6.04134
8/23/20019/20/200114.9511.77-3.18-9.22115
10/11/20016/4/200213.3314.791.46-7.761160
12/5/20016/4/200215.2514.79-0.46-8.221122
1/18/20026/4/200214.9114.79-0.12-8.34192
4/18/20027/16/200215.6512.98-2.67-11.01161
6/13/20027/22/200214.6812.15-2.53-13.54126
8/8/20028/9/200414.6129.4214.811.271503
7/11/20038/9/200420.8929.428.539.801271
12/29/20038/9/200427.7729.421.6511.451153
1/5/20048/9/200426.6629.422.7614.211149
6/2/20048/9/200433.9629.42-4.549.67146
6/25/20048/9/200435.5929.42-6.173.50130
8/5/20044/15/200531.6327.75-3.88-0.381175
9/3/20044/15/200531.9427.75-4.19-4.571154
10/18/20044/15/200529.1627.75-1.41-5.981124
11/4/20044/15/200530.6927.75-2.94-8.921111
11/29/20044/15/200532.4627.75-4.71-13.63195
1/3/20054/21/200533.5326.33-7.20-20.83175
1/31/20054/21/200531.8826.33-5.55-26.38156
3/10/20056/5/200631.6527.44-4.21-30.591311
4/1/20056/5/200629.3727.44-1.93-32.521296
4/21/20056/5/200626.3327.441.11-31.411282
8/9/20056/5/200628.5327.44-1.09-32.501206
12/13/20056/5/200633.5227.44-6.08-38.581118
1/19/20067/13/200629.2624.72-4.54-43.121121
2/6/20067/13/200629.2024.72-4.48-47.601109
2/13/20067/13/200628.7524.72-4.03-51.631104
3/21/20067/13/200628.7424.72-4.02-55.65179
4/20/20067/14/200628.2724.19-4.08-59.73159
4/25/20067/14/200628.1924.19-4.00-63.73156
7/19/20069/24/200723.0323.01-0.02-63.751297
10/19/20069/24/200722.2123.010.80-62.951232
11/27/20069/24/200722.6023.010.41-62.541206
4/19/20079/24/200724.8123.01-1.80-64.341109
8/20/200710/16/200726.0220.96-5.06-69.40140
1/16/20082/29/200815.7716.130.36-69.04130
4/23/20086/30/200812.3911.62-0.77-69.81147
10/17/200811/19/200813.1811.79-1.39-71.20123
2/25/20094/17/200911.9513.541.59-69.61136
5/14/20096/22/200912.8813.470.59-69.02126
7/7/20091/19/201012.9117.014.10-64.921135
12/18/20091/28/201017.9516.25-1.70-66.62126
2/4/20106/7/201016.1519.102.95-63.67184
2/8/20106/7/201015.7319.103.37-60.30182
4/7/20106/7/201021.6619.10-2.56-62.86142
6/25/201011/4/201018.6918.49-0.20-63.06092
7/2/201011/4/201017.0918.491.40-61.66087
10/1/201011/4/201018.8118.49-0.32-61.98024


Total Session Units Invested 5848
Sessions In Time Span 2398 Avg. Units Invested 2.44
Unit SharesMarket Order CommissionsStop Order CommissionsProfit
10050 at $5.0023 at $15.00($6,793.00)
10050 at $30.0023 at $30.00($8,388.00)
100050 at $5.0023 at $15.00($62,575.00)
100050 at $30.0023 at $30.00($64,170.00)


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