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Important Statistics Topics
- Probability (Probability of an Event, Conditional Probability, Discrete and Continuous Probability Distributions)
- Random Variables and Processes
- Regression Analysis
- Probability distributions - Normal, Binomial, Poisson, Hypergeometric etc.
- Measures of Central tendency- Mean, Median, Mode
- Measures of Dispersion- Standard deviation, Mean deviation, Variance
- Sampling Theory
- Time Series Analysis and Forecasting
- Z-tests, T-tests, Chi-square tests
- Confidence Intervals
- Testing of Hypothesis
- Analysis of Variance (ANOVA)
- Sample Surveys
- Power and Confidence Intervals
- Scaling of Scores and Ratings
- Principal Component Analysis
- Factor Analysis
- Correlation and Causation
- Linear Programming Problems
- Readmore Topics
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Statistics: Importance of Statistical Methods, Statistical Experiment
Statistics is the field of science the deals with the collection, association, and understanding of data. It is concerned with every aspect of this, which includes the planning of data collection by the help of the designing of surveys and experiments.
A statistician is the one who is particularly knowledgeable in the ways of thinking that are necessary for the successful application of statistical analysis. These people gain this kind of experience through working in any of a large number of fields. A discipline called as mathematical statistics is also there which is concerned with the theoretical basis of the subject.
Statistics is sometimes considered to be a mathematical science relating to the collection, examination, explanation and presentation of data, while at other times it is considered to be a branch of mathematics that is concerned with the collection and interpretation of data. Owing to its pragmatic roots and its focal point on applications, statistics is usually considered to be a individual mathematical science rather than just a branch of mathematics.
Statisticians help to improve the quality of data through the design of experiments and by survey sampling. This field also provides the tools that are required for forecasting and prediction using data and statistical models. It is applicable to a broad variety of academic disciplines, which includes social and natural sciences, business and government. Statistical consultants are available who provide help to companies and organizations without direct access to the expertise that is relevant to the particular problems present.
The basic steps that are followed in a statistical experiment are:
Planning the research, this would include the finding of the number of replicates of the study.
The designing of experiments using blocking in order to reduce the influence of confusing variables, and following randomized assignment of treatments to subjects in order to allow balanced estimates of treatment effects and the experimental error
Performing the experiment following the proper experimental protocol and analyzing the data again following the protocol.
The further examining of the data that is set in secondary analysis, in order to suggest new hypotheses for future study.
Documentation and presenting the results of the study done.
To begin with, statistics includes various activities like gathering, investigation, elucidation and arrangement of accessible data. Sometimes students find it difficult to carry out these activities efficiently, therefore there arises the need for expert guidance. We at Expertsmind believe in making statistics learning and problems easier than ever before. Through our smart teaching techniques, the students can very competently acknowledge each and every concept of statistics. We offer our students a broad range of services such as statistic online tutoring, statistic online assignment help, statistic online assignment, statistics notes, statistics worksheets and regular tests. We have an expert team of tutors who have the potential to crack your toughest statistics problems in a matter of just few minutes. The tutors are available throughout the day at your disposal to guide you better so as to augment your marks. We offer statistic services at various levels i.e. high school, graduate, post graduate or any other professional level and cover distinct topics such as regression analysis, time series, theory of probability, random variance etc. Additionally, all our services are offered at reasonable price and that to at simplicity of home.
To unravel your statistics troubles, we have a panel of over 200 highly qualified statistics tutors with minimum postgraduate degree in there respective subjects. Our experts are very well versed with all the topics related statistics and hold noticeable experience. All there efforts are directed towards gratifying customers by providing excellent quality work and services.