MDM

The Cost of Using Static Demand Forecasting Methods

Oversimplifies trends and ignores real-world disruptions. Can’t predict economic downturns, competitor actions and shifts in customer behavior on its own. Ignores randomness; every forecast will have ...
IEEE

Sales Forecasting in Retail Using Random Forest Regression: A Case Study on Walmart

Abstract: Accurate sales forecasting is crucial for retail giants like Walmart to optimize inventory management, plan operations, and enhance customer satisfaction. This study aims to develop a robust ...
Yahoo! Sports

2026 Projections Forecast a Huge Regression from Pete Crow-Armstrong

Pete Crow-Armstrong’s breakout season might have been the story of the year for the Chicago Cubs in 2025. Before this past season, Armstrong had never put it together offensively. But once the Cubs ...
The New York Times

Retail Group Predicts Holiday Spending Could Top $1 Trillion

Despite shoppers’ concerns about rising costs, inflation and the government shutdown, retailers predict sales will increase as much as 4.2% over the holidays. By Kailyn Rhone Holiday shopping is ...
High Times

Spanberger Win Sparks $2.5B Cannabis Sales Forecast for Virginia

Hoodie Analytics projects the Commonwealth could command 4% of national cannabis sales as incoming Governor Abigail Spanberger prepares to pursue adult-use retail legislation. Virginia just leveled up ...
New York Post

Chipotle shares tank 15% after burrito chain slashes sales forecast, store visits drop

Chipotle shares cratered 15% Thursday after the burritos-and-bowls chain reported a decline in store traffic and slashed its sales forecast. Net sales at the fast-food chain jumped 7.5% to $3 billion ...
Reuters

Chipotle cuts sales forecast again as inflation-hit diners pull back, shares slump

Tariffs and beef costs pressuring Chipotle's margins Households earning below $100,000 a year cut visits sharply, says CEO Company signals sales pressure through early 2026 Oct 29 (Reuters) - Chipotle ...
Seeking Alpha

U.S. auto sales are forecast by J.D. Power to rise 4.5% in September amid the temporary EV demand spike

J.D. Power estimated that total new-vehicle sales for September 2025, including retail, will increase 0.1% year-over-year to 1,232,200 vehicles after adjusting for the extra selling day this September ...
Digi Times

iPhone 17 sales forecast at 80 million units in 2H25, four major variables loom

Apple's 2025 fall product launch event is confirmed for September 10 at 1 a.m. Taiwan time. Market rumors suggest significant upgrades across Apple's hardware lineup, raising high expectations for the ...
Scientific Research Publishing

Maulud, D., & Abdulazeez, A. M. (2020). A Review on Linear Regression Comprehensive in Machine Learning. Journal of Applied Science and Technology Trends, 1, 140-147.

ABSTRACT: Nowadays, understanding and predicting revenue trends is highly competitive, in the food and beverage industry. It can be difficult to determine which aspects of everyday operations have the ...
Scientific Research Publishing

Hope, T. M. H. (2020). Linear Regression. In A. Mechelli, & S. Vieira (Eds.), Machine Learning (pp. 67-81). Elsevier.

ABSTRACT: Nowadays, understanding and predicting revenue trends is highly competitive, in the food and beverage industry. It can be difficult to determine which aspects of everyday operations have the ...