undamentalytics Newsletter

Bowles Barbara L: insider trades

Director at WEC Energy Group. No open-market purchases and 18 sales not made under a pre-set plan, reported from February 18, 2010 to November 13, 2019.

What happened after Bowles Barbara L’s sales?

After their sales, the shares moved +3.6% against the index over 12 months on average (a negative figure means selling was the right call); 44% trailed it.

With 296 insiders tested, some will look skilled or unskilled by chance alone: when we replaced each insider’s stocks with random companies bought on the same days, about 5.7 cleared the bar ahead and 23.3 behind. One record on its own proves little.

Trade by trade

Bowles Barbara L: trades against the S&P 500 afterwards
MeasuredTrades countedAverage vs S&P 500MedianWent the right wayYearst-statisticp-valueEvidence
Purchases, 3 months after the report 0 — — — — — — Not enough years
Purchases, 6 months after the report 0 — — — — — — Not enough years
Purchases, 12 months after the report 0 — — — — — — Not enough years
Purchases, 12 months after the trade 0 — — — — — — Not enough years
Sales, 3 months after the report 18 +2.1% +3.0% 39% 10 1.12 0.29 No reliable evidence
Sales, 12 months after the report 18 +3.6% +1.5% 44% 10 1.00 0.34 No reliable evidence
Sales, 12 months after the trade 18 +3.5% +1.5% 50% 10 0.94 0.37 No reliable evidence

“Average vs S&P 500” is the stock’s return including dividends minus the index’s over the same dates, from the close on the first trading day after the report, or from the close on the trade date. Only windows that have finished are counted. For sales, a negative figure means the stock lagged after it was sold, so selling was the right call (green). “Went the right way” is the share of purchases that beat the index, or of sales that trailed it. The t-statistic uses one average per year of reports, because one person’s trades bunch into the same stock and weeks, and needs trades in at least four different years; the p-value comes from the t distribution with that number of years (with four years, a t of 2 has p = 0.14). “Some evidence” means p under 5%, “strong evidence” p under 1% over at least six years.

Companies traded

CompanyTitle on the latest filingPurchasesSalesFirst reportLatest report
WEC Energy Group WEC —018February 18, 2010November 13, 2019

Trades and what followed

Moves are against the S&P 500; green means the trade went the insider’s way.

ReportedTradedCompanyTradeValue3 months after report12 months after report12 months after trade
November 13, 2019November 11, 2019 WEC Sale $87,370 +8.2%+1.1%+6.6%
August 14, 2019August 13, 2019 WEC Sale $89,730 −11.6%−17.3%−12.6%
May 9, 2019May 7, 2019 WEC Sale $156,700 +12.6%+7.1%+10.6%
August 8, 2018August 6, 2018 WEC Sale $166,125 +4.5%+35.6%+33.8%
February 26, 2018February 22, 2018 WEC Sale $120,380 +6.3%+26.7%+24.0%
August 22, 2017August 18, 2017 WEC Sale $97,020 −1.2%−12.0%−10.6%
March 3, 2017March 1, 2017 WEC Sale $95,872 +4.4%−12.0%−10.9%
February 25, 2016February 24, 2016 WEC Sale $114,580 −1.3%−15.0%−18.2%
February 20, 2015February 19, 2015 WEC Sale $82,160 −8.5%+20.2%+20.5%
November 12, 2014November 10, 2014 WEC Sale $99,000 +4.5%+5.5%−0.3%
August 20, 2014August 18, 2014 WEC Sale $108,025 +7.9%+19.3%+14.1%
November 19, 2013November 15, 2013 WEC Sale $63,210 +0.7%+1.9%+3.3%
May 7, 2013May 6, 2013 WEC Sale $153,405 −4.0%−4.8%−5.1%
November 6, 2012November 2, 2012 WEC Sale $76,480 0.0%−10.2%−12.8%
May 16, 2012May 14, 2012 WEC Sale $74,560 −4.0%−9.1%−6.1%
February 9, 2012February 7, 2012 WEC Sale $174,674 +8.1%+4.4%+3.4%
May 31, 2011May 26, 2011 WEC Sale $62,240 +9.7%+24.4%+23.4%
February 18, 2010February 16, 2010 WEC Sale $243,050 +1.6%−1.4%−0.7%

Open-market purchases and sales of at least $10,000 in companies we cover, from SEC Form 4 filings; sales made under a pre-set Rule 10b5-1 plan are not shown. “Not yet” means the window has not finished or the share price was under $5 at entry. These are the shares’ moves after each trade: they say nothing about why Bowles Barbara L traded and do not suggest the use of non-public information. How every insider compares · the insider trading backtest.