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Goal driven reasoning or backward chaining - an inference technique which uses IF THEN rules to repetitively break a goal into smaller sub-goals which are easier to prove.

Data driven reasoning or forward chaining - an inference technique which uses IF THEN rules to deduce a problem solution from initial data.

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Why inferential statistics is not required in census?

Inferential statistics is not required in a census because a census aims to collect data from every individual in a population, leaving no room for sampling error or uncertainty. The goal of a census is to provide an accurate count or measurement of a specific characteristic within a population, making the need for statistical inference unnecessary. In contrast, inferential statistics is used when data is collected from a sample of a population, and the goal is to make predictions or inferences about the larger population based on that sample.


How is a six sigma defined?

Six Sigma is a data-driven methodology aimed at improving processes by reducing variability and defects. It is defined quantitatively, with a goal of achieving no more than 3.4 defects per million opportunities, which corresponds to a process performance level of 6 standard deviations (sigma) from the mean. This approach employs various tools and techniques, including DMAIC (Define, Measure, Analyze, Improve, Control), to enhance quality and efficiency in organizations. Ultimately, Six Sigma seeks to maximize customer satisfaction by delivering consistent and high-quality products or services.


What is the goal of the statistical theory of sampling?

Getting people to buy their products.


How do you use benchmarking?

Break progress toward a large goal down into smaller stages.


Briefly explain the procedure for determining the sample size in marketing research?

If you're running a survey or a test, how many responses do you need for your data to be "statistically valid?" It's often a difficult goal to achieve, but without valid data, you can't trust your test results.When you're determining the statistical validity of your data, there are four criteria to consider.1. Population: The reach or total number of people to whom you want to apply the data.2. Probability or percentage: The percentage of people you expect to respond to your survey or campaign.3. Confidence: How confident you need to be that your data is accurate. Expressed as a percentage, the typical value is 95% or 0.95.4. Margin of Error or Confidence Interval: The amount of sway or potential error you will accept. It's the "+/-" value you see in media polls. The smaller the percentage, the larger your sample size will need to be.For example, if 45% of your survey respondees choose a particular answer and you have a 5% (+/- 5) margin of error, then you can assume that 40%-50% of the entire population will choose the same answer.Armed with these basic concepts, you can use the Sample Size Calculator and Confidence Interval Calculator at Survey System.In addition, this post on Marketing Profs clearly outlines how to decide whether your sample size is statistically valid. Wade Nelson did an excellent job of explaining the process and even included a link to another free sample size calculator.

Related Questions

Difference between data driven and goal driven?

Data-driven reasoning takes the facts of the problem and applies the rules or legal moves to produce new facts that lead to a goal. Goal-driven reasoning focus on the goal,finds the rules that could produce the goal,and chains backward through successive rules and subgoals to the given facts of the problem.


What is the difference between a wish and a goal?

The difference between a wish and a goal is that a goal is something you try to accomplish over the years when a wish is something you would like to happen.


The differences between goal of a firm and profit maximization?

A goal of firm isn't always profit driven, it can be any cause. Profit maximization is revenue driven, making more money is it focus.


What does gd mean on a football leaderboard?

I'm pretty sure it's Goal Difference. The difference between Goals For and Goals Against.


What is the difference between goal keeper and goal shooter?

a goal keeper saves the ball and the goal shooter shoots the ball


How is goal difference calculated in soccer?

Goal Difference is an important statistic used in football, mainly to diffrentiate between 2 similarly placed teams. Goal Difference = Goals Scored - Goals Conceded.


The difference between objective and strategy?

An objective is a goal to be achieved. A strategy is a method of achieving this goal.


What is the difference between a long-term goal and a short-term goal?

A long-term goal is reached further in the future.


What the difference between a long-term goal and a short-term goal?

A long-term goal is reached further in the future.


What is the difference between organizational objectives and strategies?

An objtive is a goal to achieved, A strategy is a method of achieving this goal


What is difference between goal in life and goal of life?

it means the purpose of life and your own profitable purpose


What is the difference between goal displacement and goal succession?

ur father has no time for answering it do it ur self..........................

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