data analysis and business modeling Winston, Wayne L creator text wau Redmond, Wash Microsoft Press c2011 2011 monographic eng

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xv, 700 p. : ill. ; 23 cm. What's new in Excel 2010 -- Range names -- Lookup functions -- The INDEX function -- The MATCH function -- Text functions -- Dates and date functions -- Evaluating investments by using net present value criteria -- Internal rate of return -- More Excel financial functions -- Circular references -- IF statements -- Time and time functions -- The paste special command -- Three-dimensional formulas -- The auditing tool -- Sensitivity analysis with data tables -- The goal seek command -- Using the scenario manager for sensitivity analysis -- The COUNTIF, COUNTIFS, COUNT, COUNTA, and COUNTBLANK Functions -- The SUMIF, AVERAGEIF, SUMIFS, and AVERAGEIFS functions -- The OFFSET function -- The INDIRECT function -- Conditional formatting -- Sorting in Excel -- Tables -- Spin buttons, scroll bars, option buttons, check boxes, combo boxes, and group list boxes -- An introduction to optimization with Excel Solver -- Using Solver to determine the optimal product mix -- Using Solver to schedule your workforce -- Using Solver to solve transportation or distribution problems -- Using Solver for capital budgeting -- Using Solver for financial planning -- Using Solver to rate sports teams -- Warehouse location and the GRG multistart and Evolutionary Solver engines -- Penalties and the Evolutionary Solver -- The traveling salesperson problem -- Importing data from a text file or document -- Importing data from the internet -- Validating data -- Summarizing data by using histograms -- Summarizing data by using descriptive statistics -- Using PivotTables and slicers to describe data -- Sparklines -- Summarizing data with database statistical functions -- Filtering data and removing duplicates -- Consolidating data -- Creating subtotals -- Estimating straight line relationships -- Modeling exponential growth -- The power curve -- Using correlations to summarize relationships -- Introduction to multiple regression -- Incorporating qualitative factors into multiple regression -- Modeling nonlinearities and interactions -- Analysis of variance: one-way ANOVA -- Randomized blocks and two-way ANOVA -- Using moving averages to understand time series -- Winters's method -- Ratio-to-moving-average forecast method -- Forecasting in the presence of special events -- An introduction to random variables -- The binomial, hypergeometric, and negative binomial random variables -- The Poisson and exponential random variable -- The normal random variable -- Weibull and beta distributions: modeling machine life and duration of a project -- Making probability statements from forecasts -- Using the lognormal random variable to model stock prices -- Introduction to Monte Carlo simulation -- Calculating an optimal bid -- Simulating stock prices and asset allocation modeling -- Fun and games: simulating gambling and sporting event probabilities -- Using resampling to analyze data -- Pricing stock options -- Determining customer value -- The economic order quantity inventory model -- Inventory modeling with uncertain demand -- Queuing theory: the mathematics of waiting in line -- Estimating a demand curve -- Pricing products by using tie-ins -- Pricing products by using subjectively determined demand -- Nonlinear pricing -- Array formulas and functions -- PowerPivot. Wayne L. Winston. Includes index. Industrial management Statistical methods Computer programs Decision making Computer programs HD30.215 .W563 2011 005.54 WIN/M 9780735643369 (pbk.) 2010934987 BTCTA 100816 20221001112459.0 16419250 eng