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The Use of Statistical Methods for Data Processing
Krygielová, Lucie ; Šustrová, Tereza (referee) ; Novotná, Veronika (advisor)
This thesis deals with the optimization of the supply process of a small business, especially with determining the optimal inventory level and demand forecasting, using tools of time series analysis. The final part gives a description of the creation of the program that is used to calculate individual indicators and forecasts. The aim is to increase the efficiency of the supply process, thereby reducing operating costs of the company.
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The Study of Optimization of Supply Planning Processes with a Focus on Stocks of Finished Products
Ambrožová, Helena ; Ibarra, Jonatanh (referee) ; Jurová, Marie (advisor)
The diploma thesis deals with the planning system of the stocks of finished products in the company Barum Continental Co., Ltd. This work describes the current state of the supply business process in order to meet the increased requirements during the delivery cycle. Based on the analysis are indentified factors influencing the planning of the stocks of finished products. The practical part of this work includes alternative proposals and recommendation for a more flexible reaction to customer requirements based on processing and monitoring statistical data.
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The Use of Statistical Methods for Data Processing
Krygielová, Lucie ; Šustrová, Tereza (referee) ; Novotná, Veronika (advisor)
This thesis deals with the optimization of the supply process of a small business, especially with determining the optimal inventory level and demand forecasting, using tools of time series analysis. The final part gives a description of the creation of the program that is used to calculate individual indicators and forecasts. The aim is to increase the efficiency of the supply process, thereby reducing operating costs of the company.
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The Study of Optimization of Supply Planning Processes with a Focus on Stocks of Finished Products
Ambrožová, Helena ; Ibarra, Jonatanh (referee) ; Jurová, Marie (advisor)
The diploma thesis deals with the planning system of the stocks of finished products in the company Barum Continental Co., Ltd. This work describes the current state of the supply business process in order to meet the increased requirements during the delivery cycle. Based on the analysis are indentified factors influencing the planning of the stocks of finished products. The practical part of this work includes alternative proposals and recommendation for a more flexible reaction to customer requirements based on processing and monitoring statistical data.
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Quantitative analysis of demand forecasting
Urbanec, Matěj ; Jirsák, Petr (advisor) ; Kučera, Jan (referee)
This thesis deals with the prediction demand forecasting in a company, focusing especially on quantitative methods of prediction. The theoretical part presents the predictions of demand, its place and importance in a company. Secondly, it presents various methods of qualitative and quantitative demand forecasting and the methods for measuring prediction accuracy. The practical part applies several methods on a real data of the company. These are the methods of moving averages, exponential smoothing, Holt and Holt-Winters method and the simple linear regression. The accuracy of each method are compared with each other and most accurate method is then used to predict demand for the year 2015.
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