"What are some of the pitfalls and limitations of regression analysis when making a business decision" Essays and Research Papers

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    Multiple Regression Analysis For hypotheses testing of this study‚ multiple regression analysis was conducted. Some assumptions of the relationship between dependent and independent variables need to be met for performing multiple regression analysis like‚ normality‚ linearity‚ homoscedasticity and multicollinearity (Hair et al.‚ 1998). As mentioned earlier‚ the required assumptions have already been met and multiple regression analysis was appropriate. Usually‚ multiple regression analyses

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    TOPIC 1 DISCUSSION Why research is considered essential in the decision making function of management. Research may be defined as a systematic inquiry whose objective is to provide the information that will allow managerial problems to be solved. It is also seen as an activity that is often carried out by most people‚ knowingly or unknowingly in the course of their daily lives. It is a systematic inquiry whose objective is to provide the information that will allow managerial problems to be solved

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    Decision making is a cognitive process leading to the selection of a course of action among alternatives. Every decision making process produces a final choice called a decision. It can be an action or an opinion. It begins when we need to do something but we do not know what. Therefore‚ decision-making is a reasoning process which can be rational or irrational‚ and can be based on explicit assumptions or tacit assumptions. (McGlone‚ 2000) There are several steps in the decision-making process:

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    Perception and Decision Making Individuals with in organizations have to make important decisions everyday‚ the choices they make greatly effects their outcomes. How individuals in organizations make decisions and the quality of their final choices are largely influenced by their perceptions. During this examination of the role of perception in the decision making process‚ we will be discussing the meaning of perception and how an individual’s perception of others can impact an organization’s

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    There are many things we must consider before we make any type of decision. First off‚ we must think about how our actions are going to affect us and those around us. We must follow the golden rule‚ “do unto others as you would have them do to you”. We should also be sure that we have fully good intentions‚ but we must remember that good intentions do not justify evil means. In addition‚ we must think about performing the action around our loved ones and try to decide if they would approve or disapprove

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    no logical link between the demand in the future and what has happened in the past. There are other factors which can be logically linked to the demand. Example 1: There is a strong cause and effect relationship between future demand for doors and windows and the number of construction permits issued at present. Example 2: The demand for new house or automobile is very much affected by the interest rates changed by banks. Regression analysis is one such causal method. It is not limited to locating

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    What is decision making; The process of selecting from several choices products or ideas‚ and taking action. Decision making includes followings : 1.A position or opinion or judgment reached after consideration . * 2.Choosing between alternative courses of action using cognitive processes - memory‚ thinking‚ evaluation‚ etc . * * 3.The process of mapping the likely consequences of decisions‚ working out the importance of individual factors‚ and choosing the best course of action

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    A Case Study of “Rational Decision Making” Ali Rashid Cheema ECON 401: Engineering Economics Decision MakingDecisionMaking a choice from two or more alternatives. •The Decision-Making Process – Identifying a problem and decision criteria and allocating weights to the criteria. – Developing‚ analyzing‚ and selecting an alternative that can resolve the problem. – Implementing the selected alternative. – Evaluating the decision’s effectiveness. The Situation • Hamzah is a sales

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    What is good decision making? A. It should be Ethical 1. Utilitarian criterion—decisions are made solely on the basis of their outcomes or consequences. The goal of utilitarianism is to provide the greatest good for the greatest number. This view tends to dominate business decision making. 2. Focus on rights—calls on individuals to make decisions consistent with fundamental liberties and privileges. • An emphasis on rights means respecting and protecting the basic rights of individuals‚ such

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    knowledge on the decision-making behaviour of police officers has been assessed and documented in many different studies‚ however Bonner reveals six themes related to officer arrest decision-making and the influence of working rules that are regulated by precise frameworks. When police and citizens endure and encounter each other they meet on a social stage were the citizen’s interaction is based on their status and capability to challenge the police (Bonner 2014:494). The decision-making behaviour police

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