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By attempting this test you will be able to learn and understand the statistics efficiently. At the end of each test, you can get your results. You are evaluated based on the score you achieve by marking each question in the test as the correct one. It also highlights all questions which is attempted by you as wrong or correct, giving you an idea about the most appropriate answer. Some questions in a test give you an explanation about the possible correct answer.

These MCQs in each test are selected for the preparation of different examinations held by educational institutes and job offering-related agencies. All these Statistics MCQs with answers will help the candidates for PPSC Statistics Lecturer jobs, Statistical Officers, Data Entry Operators, and many other statistics-related jobs in industry and other institutions.

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MCQs Probability 06 | MCQs Probability 05 | MCQs Probability 04 |

MCQs Probability 03 | MCQs Probability 02 | MCQs Probability 01 |

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MCQS Index Numbers 05 | MCQS Index Numbers 04 | |

MCQS Index Numbers 03 | MCQS Index Numbers 02 | MCQS Index Numbers 01 |

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MCQs Time Series Analysis and Forecasting 1 | MCQs Time Series Analysis and Forecasting 1 | MCQs Time Series Analysis and Forecasting 4 |

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MCQs Non Parametric Tests

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thusithathank you thank you sir

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Muhammad Imdad UllahDear All mcqs are downloadable in pdf form.

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Muhammad Imdad UllahAlmost all statistics MCQs are downloadable in pdf format.

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Muhammad Imdad UllahAlmost all statistics MCQs are downloadable in pdf format.

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Muhammad Imdad UllahYou can download mcqs from each test.

hareemits ok sir ,i have got it now ,thnx for ur response…

Muhammad ImdadullahThat’s good

hareemaoa …..sir i m research student of m.phil stats…… i have an issue in qcc command in r ……. actually i want to draw qcc plot with my estimated s.d …… but failed to find a command for that case …. i shall be very thankful for ur help….

Muhammad ImdadullahW.A.S. I cannot guider in a verbal way. share your command you are using and data that relates to you.

foziaplz send me all mcq in pdf if you have

Muhammad ImdadullahYou can download all mcqs from link provided

David1.Consider the comparision of serum iron levels in healthy children and children suffering from cystic fibrosis.One sample was drawn from the population of healthy children and the other was drawn from the population of children suffering from cystic fibrosis. n1=10, x1=19.0Î¼mol/L,s1=6.0Î¼mol/L, n2=15, x2=11.7Î¼mol/L and s2=6.4Î¼mol/L. please judge whether the population means of healthy children and children suffering from cystic fibrosis are equal or not? Write down the right hypothesis test and procedures.(Î±=0.05ï¼Œ

i need help in this question?

Muhammad ImdadullahA two-sample t-test can be used here. Perhaps x1 and x2 are means of both groups. If so then calculated the value of t-test will be 2.86.

$t=\frac{\overline{x}_1 – \overline{x}_2} { \sqrt{sp^2 \left(\frac{1}{n_1}+ \frac{1}{n_2} \right) } }$

$=\frac{19-11.7} {\sqrt{39.019\left(\frac{1}{10}+\frac{1}{15} \right) }} = 2.86$

where $sp^2 = \frac{(n_1-1)*s_1^2 + (n_2-1)*s_2^2}{n_1-n_2-2} = 39.019$

We need a table value at the significance level of 0.05 and 23 degrees of freedom, which is, in this case, is 1.7138 (one tail) or 2.0686 (two tail). Since computed value is greater than either one tail table value or two tail table value we will say that the population means of healthy children and children suffering from cystic fibrosis are not equal.

uzair essahello sir can you help me

i am the student of statistics

i have some question

plz help sir

Muhammad IrfanVery nice sir God Keep many many Blessing

arshadsir A A plz help me how i can find data of child labor of 30 years of world.I have found world bank site but its 2 to 4 years and from UNICEF but not proper data.If any site plz help to find it thanks.

muhammad yasir razzaqvery nice bhai

Abdul rehmanVery nice sir God bless u

and would like to tell me tutorials of EVIEW software i searched but did not find

TayyabNice Work sir

ANIKET CHOWDHURYthanx a lot Imdad Bhai for uploading such kind f Mcqs. It’s quite helpful to jself-evaluation as well

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adminThanks all of you.

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AliGreat work. Add more MCQs about statistics for preparation of different exams.

thanks

muhammad sufdargood work imdad bhai

masood anwarthanks brother but there are few mistakes in work.for your reference i give example.if r^2 is zero then VIF will be one but you have given it as zero so this is wrong.

Muhammad ImdadullahThanks for correction. Option is updated with explanation. If there are any other errors, do inform.