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Khoá học thống kê với Minitab

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Minitab là phần mềm rất mạnh về thống kê và có lịch sử phát triển rất lâu kể từ năm 1972, Minitab hướng tới bảng dữ liệu, trực quan và đồ họa. - Minitab cung cấp rất đa dạng các công cụ thống kê. - Với tương...

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4.900.000 ₫ 4900000.0 VND 4.900.000 ₫

4.900.000 ₫

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Introduction Video

 
 

Course Contents

Learners must have a basic knowledge of statistics.

No. Contents Type
1. Worksheet, Data Management, and the Calculator
Introduction
Online
Opening an Excel file in Minitab
Online
Opening data from Access using ODBC
Online
Stacking several columns together
Online
Stacking blocks of columns at the same time
Online
Transposing the columns of a worksheet
Online
Splitting a worksheet by categorical column
Online
Creating a subset of data in a new worksheet
Online
Extracting values from a date/time column
Online
Calculator – basic functions
Online
Calculator – using an if statement
Online
Coding a numeric column to text values
Online
Cleaning up a text column with the calculator
Online
2. Tables and Graphs
Finding the Tally of a categorical column
Online
Building a table of descriptive statistics
Online
Creating Pareto charts
Online
Creating bar charts of categorical data
Online
Creating a bar chart with a numeric response
Online
Creating a scatterplot of two variables
Online
Generating a paneled boxplot
Online
Finding the mean to a 95 percent confidence on interval plots
Online
Using probability plots to check the distribution of two sets of data
Online
Creating a layout of graphs
Online
Creating a time series plot
Online
Adding a secondary axis to a time series plot
Online
3. Basic Statistical Tools

Producing a graphical summary of data
Online

Checking if data follows a normal distribution
Online

Comparing the population mean to a target with a 1-Sample t-test
Online

Using the Power and Sample Size tool for a 1-Sample t-test
Online

Using the Assistant menu for a 1-Sample t-test
Online

Looking for differences in the population means between two samples with a 2-Sample t-test
Online

Using the Power and Sample Size tool for a 2-Sample t-test
Online

Using the Assistant menu to run the 2-Sample t-test
Online

Finding critical t-statistics using the probability distribution plot
Online

Finding correlation between multiple variables
Online

Using the 1 Proportion test
Online

Graphically presenting the 1 Proportion test
Online

Using the Power and Sample Size tool for a 1 Proportion test
Online

Testing two population proportions with the 2 Proportions test
Online

Using the Power and Sample Size tool for a 2 Proportions test
Online

Using the Assistant menu to run a 2 Proportions test
Online

Finding the sample size to estimate a mean to a given margin of error
Online

Using Cross tabulation and Chi-Square
Online

Using equivalence tests to prove zero difference between the mean and a target
Online

Calculating the sample size for a 1-Sample equivalence test
Online
4. Using Analysis of Variance


Using a one-way ANOVA with unstacked columns
Online

Calculating power for the one-way ANOVA
Online

Using Assistant to run a one-way ANOVA
Online

Testing for equal variances
Online

Analyzing a balanced design
Online

Entering random effects model
Online

Using GLM for unbalanced designs
Online

Analyzing covariance
Online

Analyzing a fully nested design
Online

The repeated measures ANOVA – using a mixed effects model
Online

Finding the critical F-statistic
Online

Regression and Modeling the Relationship between X and Y


Visualizing simple regressions with fitted line plots
Online

Using the Assistant tool to run a regression
Online

Multiple regression with linear predictors
Online

Model selection tools – the best subsets regression
Online

Model selection tools – the stepwise regression
Online

Binary logistic regression
Online

Fitting a nonlinear regression
Online
6. Understanding Process Variation with Control Charts – Medium Course


Xbar-R charts and applying stages to a control chart
Online

Using an Xbar-S chart
Online

Using I-MR charts
Online

Using the Assistant tool to create control charts
Online

Attribute charts' P (proportion) chart
Online

Testing for overdispersion and Laney P' chart
Online

Creating a u-chart
Online

Testing for overdispersion and Laney U' chart
Online

Using CUSUM charts
Online

Finding small shifts with EWMA
Online

Control charts for rare events – T charts
Online

Rare event charts – G charts
Online
7. Capability, Process Variation, and Specifications – Medium Course


A capability and control chart report using the capability analysis six pack
Online

Capability analysis for normally distributed data
Online

Capability analysis for nonnormal distributions
Online

Using a Box-Cox transformation for capability
Online

Using a Johnson transformation for capability
Online

Using the Assistant tool for short-run capability analysis
Online

Comparing the capability of two processes using the Assistant tool
Online

Creating an acceptance sampling plan for variable data
Online

Creating an acceptance sampling plan for attribute data
Online

Comparing a previously defined sampling plan – C = 0 plans
Online

Generating run charts
Online

Generating tolerance intervals for summarized data
Online

Datasets that do not transform or fit any distribution
Online
8.Measurement Systems Analysis – Advanced Course


Analyzing a Type 1 Gage study
Online

Creating a Gage R&R worksheet
Online

Analyzing a crossed Gage R&R study
Online

Studying a nested Gage R&R
Online

Checking Gage linearity and bias
Online

Expanding a Gage study with extra factors
Online

Studying a go / no go measurement system
Online

Using the Assistant tool for Gage R&R
Online

Attribute Gage study from the Assistant menu
Online
9.Multivariate Statistics – Advanced Course


Finding the principal components of a set of data
Online

Using factor analysis to identify the underlying factors
Online

Analyzing consistency of a test paper using item analysis
Online

Finding similarity in results by rows using cluster observations
Online

Finding similarity across columns using cluster variables
Online

Identifying groups in data using cluster K-means
Online

The discriminant analysis
Online

Analyzing two-way contingency tables with a simple correspondence analysis
Online

Studying complex contingency tables with a multiple correspondence analysis
Online
10.Time Series Analysis – Advanced Course


Fitting a trend to data
Online

Fitting to seasonal variation
Online

Time series predictions without trends or seasonal variations
Online
11.Summary


Quick summary of previous learning
Online

Advice from expert
Online

Make a question
Online

Course type Basic , Medium , Advanced