sales forecasting
A New Type of Combination Forecasting Method Based on PLS——The Application of It in Cigarette Sales Forecasting
... product sales isn’t often fully satisfy the linear law or has a insufficient sample size, so the forecasting effect will be affected by a certain degree of ...cigarette sales meet the obvious ...
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Tactical sales forecasting using a very large set of macroeconomic indicators
... retail sales (Huang et ...improving forecasting: Yap and Allen (2011) found some indicators to be relevant in forecasting turning points of Australian tourism demand, while Naser (2015) found energy ...
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Google trends as complementary tool for new car sales forecasting : a cross-country comparison along the customer journey
... the sales data of the motor vehicle parts from car ...car sales data from a huge and well-known database that collects and prepares the data in the same manner for years and therefore can be used for ...
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Sales Forecasting using Linear Regression and Support Vector Machine
... forecast sales in retail sector based upon the sales and inventory of the past and current scenarios, which may be short and appropriate to capture trends in market that functional regression ...and ...
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Classification based Expert Selection for Accurate Sales Forecasting
... this forecasting system succeeds in producing a forecast that is more accurate than the Holt Winter method, which is a standard method of ...Terms— Sales Forecasting, Times Series, Data Mining ...
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An Evaluation of the Potential of Bayesian Sales Forecasting in Improving the Long term Marketing and Management Performance of UK Pharmaceutical Firms
... Management needs to deal with increasing uncertainty of environmental changes to make critical and important decisions about the future in the present time. Sales forecasting is fundamental to management's ...
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Sales Forecasting using Linear Regression and K-Nearest Neighbour
... Consequently, the resulted structures are achieved on the basis of Linear Regression and K-NN along-with Euclidean Distance Function thereafter, features and variant factors will drawn with results based on categories, ...
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Sales Forecasting System for Newspaper Distribution Companies in Turkey
... missed sales and ...newspaper sales system is examined for Turkey. Various types of forecasting techniques which are applicable to newspaper circulation planning are compared and a nonlinear approach ...
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Temporal big data for tire industry tactical sales forecasting
... To illustrate the potential of macroeconomic leading indicators, we give following example in the tire market, which is highly sensitive to external effects. An economic upswing causes increased road haulage, and more ...
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Sales Forecasting of New Energy Vehicles in China: under the Subsidy Recession and Carbon Credits
... Consequently, forecasting the future market of new energy vehicles not only helps the authority to adopt timely regulatory measures to promote the industry, but also helps all car companies seize the opportunities ...
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A comparison study between time series model and ARIMA model for sales forecasting of distributor in plastic industry
... For forecasting process, it purposes to find the best model with historical ...of forecasting methods usually use a statistical model as a tool for forecasting future ...normal forecasting ...
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Forecasting the sales for Body & Fit : Automatic sales forecasting to determine the safety stocks and reorder points in an e commerce warehouse
... different forecasting models ...activities. Forecasting supports mainly the decision on strategic and tactical levels in a ...for forecasting methods that can be used in relation with inventory ...
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The Implementation Of Sales Forecasting To Enhance The Sales: A Case Study At Adik Ummi Enterprise
... Retail tests are “experiments, called tests, in which products are offered for sale under carefully controlled conditions in a small number of stores” (Fisher & Rajaram 2000). Such a test is used to test customer ...
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Forecasting German Car Sales Using Google Data and Multivariate Models
... and sales factors, including wholesale and retail prices, customer ser- vice, advertising campaigns, and brand image (Landwehr, Labroo, and Herrmann, ...car sales forecasting has been rather limited, ...
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A Business Intelligence Technique for Forecasting the Automobile Sales using Adaptive Intelligent Systems (ANFIS and ANN)
... Although, sales forecasting helps the industry to drive sales revenue, improve efficiency, increase customer retention and reduce costs, it is the hardest part of management ...automobile ...
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Multivariate Demand Forecasting of Sales Data
... Demand Forecasting is a means to predict future sales of a company in order to manage its inventory ...Accurate sales forecasting would mean a company can buy or manufacture its products more ...
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The Evaluation of Forecasting Methods for Sales of Sterilized Flavoured Milk in Chhattisgarh
... various forecasting models and their performance in forecasting business ...of forecasting models and their application for sales forecasting of sterilized flavoured milk in ...the ...
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Sales Prediction : Analysis of Time Series Data Using K-Means Based Smooth Subspace Clustering
... in forecasting the annual sales of new electronics products" ...the sales and adoption patterns of products following in this ...forecast sales time series. Earlier time period to launch ...
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Parameters Optimization Using Genetic Algorithms in Support Vector Regression for Sales Volume Forecasting
... The sales forecasting process is a critical one for most ...car sales volume in this ...monthly sales volume of a car manufacturer in Taiwan from 2003 to 2009 is used as our research ...
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Innovations in Enlarged European Union from the Point of Innovation Diffusion Theory
... ducing a life-cycle sales curve, sales forecasting, helping management to choose the price and advertising strategies that give the firm the best expected returns (Mahajan, Mul-[r] ...
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