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What is the difference between an R chart and an\(\bar x\) chart?

Short Answer

Expert verified

The key difference between an\(\bar x\) chart and an R chart is that the \(\bar x\) chart is used to monitor the change in the average value of the variable over time. In contrast, the R chart monitors the change in the range/variability of the variable over time.

Step by step solution

01

Given information

An R chart and \(\bar x\) chart are plotted to identify whether a process is under statistical control or not.

02

Step 2:Difference between R chart and \(\bar x\) chart

An R chart is a plot that shows the sample ranges of all the samples varied over time.

It is plotted when the individual sample size is less than 10.

It examines the variation present in the process.

An\(\bar x\)chart is a plot that shows the sample means varied over time.

It examines the central value of the process.

The main difference between the two types of control charts is that the\(\bar x\)chart is used to assess the process mean,whereas the R chart isused to assess process variability.

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Most popular questions from this chapter

Quarters. In Exercises 9โ€“12, refer to the accompanying table of weights (grams) of quarters minted by the U.S. government. This table is available for download at www.TriolaStats.com.

Day

Hour 1

Hour 2

Hour 3

Hour 4

Hour 5

\(\bar x\)

s

Range

1

5.543

5.698

5.605

5.653

5.668

5.6334

0.0607

0.155

2

5.585

5.692

5.771

5.718

5.72

5.6972

0.0689

0.186

3

5.752

5.636

5.66

5.68

5.565

5.6586

0.0679

0.187

4

5.697

5.613

5.575

5.615

5.646

5.6292

0.0455

0.122

5

5.63

5.77

5.713

5.649

5.65

5.6824

0.0581

0.14

6

5.807

5.647

5.756

5.677

5.761

5.7296

0.0657

0.16

7

5.686

5.691

5.715

5.748

5.688

5.7056

0.0264

0.062

8

5.681

5.699

5.767

5.736

5.752

5.727

0.0361

0.086

9

5.552

5.659

5.77

5.594

5.607

5.6364

0.0839

0.218

10

5.818

5.655

5.66

5.662

5.7

5.699

0.0689

0.163

11

5.693

5.692

5.625

5.75

5.757

5.7034

0.0535

0.132

12

5.637

5.628

5.646

5.667

5.603

5.6362

0.0235

0.064

13

5.634

5.778

5.638

5.689

5.702

5.6882

0.0586

0.144

14

5.664

5.655

5.727

5.637

5.667

5.67

0.0339

0.09

15

5.664

5.695

5.677

5.689

5.757

5.6964

0.0359

0.093

16

5.707

5.89

5.598

5.724

5.635

5.7108

0.1127

0.292

17

5.697

5.593

5.78

5.745

5.47

5.657

0.126

0.31

18

6.002

5.898

5.669

5.957

5.583

5.8218

0.185

0.419

19

6.017

5.613

5.596

5.534

5.795

5.711

0.1968

0.483

20

5.671

6.223

5.621

5.783

5.787

5.817

0.238

0.602

Quarters: R Chart Treat the five measurements from each day as a sample and construct an R chart. What does the result suggest?

In Exercises 5โ€“8, use the following two control charts that result from testing batches of newly manufactured aircraft altimeters, with 100 in each batch. The original sample values are errors (in feet) obtained when the altimeters are tested in a pressure chamber that simulates an altitude of 6000 ft. The Federal Aviation Administration requires an error of no more than 40 ft at that altitude.

What is the value of\(\bar \bar x\)? In general, how is a value of\(\bar \bar x\)found?

Energy Consumption. Exercises 1โ€“5 refer to the amounts of energy consumed in the authorโ€™s home. (Most of the data are real, but some are fabricated.) Each value represents energy consumed (kWh) in a two-month period. Let each subgroup consist of the six amounts within the same year. Data are available for download atwww.TriolaStats.com.


Jan.-Feb.

Mar.-April

May-June

July-Aug.

Sept.-Oct.

Nov.-dec.

Year 1

3637

2888

2359

3704

3432

2446

Year 2

4463

2482

2762

2288

2423

2483

Year 3

3375

2661

2073

2579

2858

2296

Year 4

2812

2433

2266

3128

3286

2749

Year 5

3427

578

3792

3348

2937

2774

Year 6

4016

3458

3395

4249

4003

3118

Year 7

5261

2946

3063

5081

2919

3360

Year 8

3853

3174

3370

4480

3710

3327

Energy Consumption: Notation After finding the values of the mean and range for each year, find the values of\(\bar \bar x\)and\(\bar R\). Then find the values of LCL and UCL for an R chart and find the values of LCL and UCL for an\(\bar x\)chart.

Lake Mead Elevations Many people in Nevada, Arizona, and California get water and electricity from Lake Mead and Hoover Dam. Shown in Exercise 4 are an x chart (top) and an R chart (bottom) obtained by using the monthly elevations (ft) of Lake Mead at Hoover Dam (based on data from the U.S. Department of the Interior). The control charts are based on the 12 monthly elevations for each of 75 consecutive and recent years. What does the x chart tell us about Lake Mead?

Lake Mead Elevations What does the R chart tell us about Lake Mead?

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