The drive to get the holiday consumer spending party started has begun earlier than ever. Halloween was barely wrapped up before Christmas swag showed up in many stores, and Black Friday has not only been moved to Thursday in many cases, but the buzz has been building all week long.

Several retailers are starting the season off even more desperately than with early come-ons: They've already delivered coal for investors' stockings before the real battle has even begun. Beware.

Worst buy
Best Buy
(NYSE:BBY) is the latest retailer to show that it's on seriously shaky ground as the holiday shopping season commences. New CEO Hubert Joly conceded the results were "clearly unsatisfactory" (investors agree) and they "strengthen our sense of urgency and purpose."

The retailer reported a net loss from continuing operations of $13 million, or $0.04 per share. Back out a restructuring charge, and Best Buy's profit was $10 million, or $0.03 per share. However, ponder the fact that last year this time, Best Buy reported fiscal third-quarter profit of $173 million, or $0.47 per share. In other words, this quarter's results have literally fallen off a cliff.

Domestic revenue fell 4.7% to $7.7 billion, and same-store sales fell 4%. Although online sales increased by 10%, that only adds up to $431 million in sales -- a drop in the proverbial bucket.

More "blue Christmas" stocks
Best Buy isn't the only stock investors might not want stuffed in their holiday stockings. J.C. Penney (OTC:JCPN.Q) continues to flail. Although much was made of its hiring of former Apple (NASDAQ:AAPL) executive Ron Johnson, Penney's shares have been decked by disappointment.

The retailer recently reported a staggering quarterly loss of $203 million, or $0.93 per share. Same-store sales plunged 26%. Johnson may believe he can transform the department store into a "specialty" department store despite its long-standing lower end, discounter reputation, but obviously consumers aren't buying it -- literally.

Sears Holdings (NASDAQ:SHLDQ) is another stock investors should ditch as the desperate holiday season approaches. Speaking of staggering, Sears' fiscal third-quarter loss came in at $498 million, or $4.70 per share. Total sales dropped 5.8% to $8.86 billion, and comparable-store sales fell 3.1%.

Stick with the strong
Approaching the all-important holiday shopping season with serious weakness bodes ill for investors. Turnaround plays like Best Buy, J.C. Penney, and Sears Holdings are exceedingly dangerous in an environment where retailers will all be desperately wooing shoppers with holiday pizzazz and super low prices.

If you're going to hold retailers, stick with the ones in positions of strength. (NASDAQ:AMZN) springs to mind, with its obvious success in low-priced online selling; it's even blamed for the ills of many bricks-and-mortar retailers, particularly Best Buy.

So does Costco (NASDAQ:COST), which woos higher-end consumers and small business customers who are looking for great deals; it's also got a solid brand in no need of turnaround.

Investors should mercilessly weed the weak out of their portfolios this holiday season. It's a good bet the losers are going to keep on losing as the 2012 holiday battle for bucks wears on.

This article represents the opinion of the writer, who may disagree with the “official” recommendation position of a Motley Fool premium advisory service. We’re motley! Questioning an investing thesis -- even one of our own -- helps us all think critically about investing and make decisions that help us become smarter, happier, and richer.