LECTURER STATISTICS PAST PAPERS AND SYLLABUS
Lecturer Statistics 5 years Past Papers Click Here
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چار آپشن میں سے کسی ایک پر کلک کرنے سے جواب سرخ ہو جائے گا۔
ریگریشن لائن سے انحراف کا مجموعہ کیا ہے؟
Positive
Negative
Zero
Varies
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Explanation
The sum of deviations from the regression line is zero. This is a fundamental property of linear regression , known as the "zero-sum property" or "error-sum property".
باطل مفروضے کو درست ہونے پر رد کرنے کی غلطی کو کیا کہا جاتا ہے؟
Type-1 error
Type-II error
Type-III error
Type-IV error
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Explanation
A Type-1 error, also known as an alpha error.It occurs when a statistical test rejects a null hypothesis that is actually true.This is a "false positive" result , where a significant effect is detected when none exists.
سفر کی اوسط رفتار معلوم کرنے کے لیے، مرکزی رجحان کا مناسب پیمانہ کون سا ہے؟
Mean
Geometric mean
Harmonic Mean
Weighted Mean
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Explanation
The harmonic mean is the appropriate measure of central tendency to use when calculating the average speed of a journey.
This is because speed is a rate (distance per unit time), and the harmonic mean is used to average rates.
The formula for harmonic mean is: H = n / (∑(1/x))
where H is the harmonic mean, n is the number of values , and x is each value.
k/2
k-1
k-2
2k
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Explanation
The variance of a Chi-square distribution with k degrees of freedom is 2k. This means that as the degrees of freedom (k) increase , the variance of the Chi-square distribution also increases.It indicating greater spread or dispersion in the data.
نمونے کے اعدادوشمار اور آبادی کے پیرامیٹر میں کیا فرق ہے؟
Measurement error
Sampling error
Standard error
Systematic error
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Explanation
A sample statistic is a measure calculated from a smaller group of individuals (a sample) taken from a larger population. While a population parameter is a measure of the entire population.
مرکزی حد تھیوریم کے بارے میں درج ذیل میں سے کون سا بیان درست ہے؟
The CLT states that the sample mean x is always equal to the population mean, μ
The CLT states that the sampling distribution of the sample mean x is approximately normal, for large sample sizes (n>30)
The CLT states that the sample mean x is equal to the population mean m, provided that n>30
The CLT states that the sampling distribution of the population mean m is approximately normal, provided that n>30
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Explanation
The Central Limit Theorem (CLT) states that, given certain conditions, the sampling distribution of the sample mean (x̄) will be approximately normal, even if the underlying population distribution is not normal. This is true for large sample sizes (typically n > 30).
درج ذیل میں سے کونسی فیکٹ آف ریلیشن کے حوالے سے درست بیان ہے؟
It depends on the scale of measurement
It depends on the origin of the measurement
It is independent of both the scale and origin
It depends on either the scale or origin
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Explanation
The correct statement regarding the coefficient of correlation is: It is independent of both the scale and origin.
Oratory
Rhythm
Renunciation
Abundance
All of these
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Explanation
RHETORIC means تقریر کا فن
Oratory means تقریر کا فن
Being
Be
To be
To being
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Explanation
What are they doing does not seem to be working جو کچھ کر رہے ہیں وہ کام کرتا نظر نہیں آتا۔
Under
Below
Beneath
Underneath
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Explanation
Underneath is often used to say that something is under and covered by something else.
Underneath is generally used for boxes, sofas etc.