Table 1 showed the empirical results of microfinance and poverty reduction through the Tobit regression method of analysis. For this study to evaluate the influence of microfinance on the poverty reduction‚ Tobit regression model was regressed on the poverty reduction‚ on the key variables in this study. These include micro-credit‚ age‚ household size‚ qualification‚ nature of business‚ duration of membership and village type. In this model‚ poverty reduction is a dummy and is considered as the dependent
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The Réal concept of sweetened juices grew from the insight that Indian consumers preferred juice sweetened – not bitter as is commonly available in the West. It innovated variants like Litchi and Guava and also introduced the latest packaging technologies in the Indian market. These innovations‚ driven through Réal and its sub-brands‚ have become accepted paradigms for the industry. Innovations‚ coupled with rising affluence and the justarrived consuming class have injected new life into this
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MgtOp 340 Homework Assignment 2 Problem 6.1 Continental Airlines (CA) is reluctant to begin service at the new Delayed Indefinitely Airport (DIA) until the automated baggage-handling system can transport luggage to the correct location with at least 99% reliability for any given flight. Lower reliability will result in damage to CA’s reputation for quality service. The baggage system will not deliver to the right location if any of its subsystems fail. The subsystems and their reliability
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Business Intelligence 3. Classification using SAS Enterprise Miner In this question you will analyze the JUNKMAIL dataset found in the SASHELP library. Follow the procedure we used for analyzing the HMEQ dataset. Detailed instructions for the HMEQ analysis are given in the emcs.pdf document. You will need to create and execute the process flow diagram shown above. Further requirements for analyzing JUNKMAIL are as given below: This data will be used to classify emails as junk mail or not. Create
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Is There ‘Real Science’ in “The Martian”? The movie “The Martian” has won so many awards since its release in 2015. The movie‚ the director‚ and the actors all won different kinds of awards such as a Satellite Award‚ many Golden Globe awards‚ and People’s Choice Award. But many people‚ science enthusiasts and all‚ have doubted the reality of the movie. Does the science used in the movie make sense? If someone were to actually become stranded on Mars and did everything main character Mark Watney did
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Data Mining 95-791 Spring 2013 Lecture #8 Predictive analytics: Regression Artur Dubrawski awd@cs.cmu.edu This unit • Good-old correlation scores revisited • Locally weighted regression – As an approximator of non-linear functions – As a framework for active/purposive acquisition of data 95-791 Data Mining Lecture #8 Slide 2 Copyright © 2000-2013 Artur Dubrawski Correlational scores of association between attributes of data • • • • Linear Rank Quadratic …. Would not it be
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The simple regression model (SRM) is model for association in the population between an explanatory variable X and response Y. The SRM states that these averages align on a line with intercept β0 and slope β1: µy|x = E(Y|X = x) = β0 + β1x Deviation from the Mean The deviation of observed responses around the conditional means µy|x are called errors (ε). The error’s equation: ε = y - µy|x Errors can be positive or negative‚ depending on whether data lie above (positive) or below the conditional
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CWRU Regression Project Report OPRE 433 Tianao Zhang 12/5/2011 Introduction According to the data I’ve received‚ there are 6578 observations. The data base is composed by 13 columns and 506 rows. All the explanatory variables are continuous as well as the dependent variable and there are no categorical variables. My goal is to build a regression model to predict the average of Y or particular Y by a given X. 1. Do the regression assumptions such as Constant Variance‚ Normality and Independence
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A regression analysis of the number of establishments in the florists industry Industry Description Operators in the United States florists industry retail cut flowers‚ floral arrangements and potted plants. They purchase these products from domestic and international firms and sell them mostly to the local population. Currently‚ the traditional forists suffer from severe competition form online stores and supermarkets. This results in a decreasing
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2 Methode 2.1 Het lineaire regressiemodel Het lineaire regressiemodel wordt veel gebruikt binnen de economische wetenschap om situaties of gebeurtenissen te verklaren of te voorspellen. De relaties tussen verschillende variabelen worden door toepassing van dit regressiemodel verklaard. Wiskundig gezien wordt het lineaire regressiemodel als volgt weergegeven: Yt = α + βxt + ut. Y is de afhankelijke variabele‚ de onafhankelijke en verklarende variabele is x‚ α is een constante‚ β geeft de helling
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