Tumor Proportion Score

Tumor Proportion Score (TPS) is a pathology-based measure of programmed death-ligand 1 (PD-L1) expression in cancer tissue, reported as the percentage of viable tumor cells showing membranous PD-L1 staining. During immunohistochemical evaluation, a pathologist examines stained tissue and calculates the proportion of tumor cells with partial or complete membrane staining, while distinguishing tumor cells from immune and other surrounding cells. In cancer research and clinical biomarker assessment, TPS helps characterize the tumor immune environment and supports treatment decisions for selected cancers, particularly when evaluating eligibility for PD-1 or PD-L1 inhibitor therapy. Consistent scoring improves comparison across specimens and studies.

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JoVE Core - Statistics

Sample Proportion and Population Proportion

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2023

Collecting samples or responses from an entire population takes significant time and effort, so a researcher collects responses from only a sample of that population. Suppose a study needs to collect information about a specific mobile application. After sample collection, the researcher analyzes the data and discovers that most individuals in the sample use that specific mobile application. The sample proportion measures the number of individuals in a sample who either use or don't use the...

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JoVE Core - Statistics
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Introduction to z Scores

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2023

A z score (or standardized value) is measured in units of the standard deviation. It tells you how many standard deviations the value x is above (to the right of) or below (to the left of) the mean, μ. Values of x that are larger than the mean have positive z scores, and values of x that are smaller than the mean have negative z scores. If x equals the mean, then x has a zero z score. It is important to note that the mean of the z scores is zero, and the standard deviation is one. z scores help...

Introduction to z Scores

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2024

A z score (or standardized value) is measured in units of the standard deviation. It indicates how many standard deviations the value x is above (to the right of) or below (to the left of) the mean, μ. Values of x that are larger than the mean have positive z scores, and values of x that are smaller than the mean have negative z scores. If x equals the mean, then x has a zero z score. It is important to note that the mean of the z scores is zero, and the standard deviation is one. z scores help...

z Scores and Area Under the Curve

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2023

z scores are the standardized values obtained after converting a normal distribution into a standard normal distribution. A z score is measured in units of the standard deviation. The z score tells you how many standard deviations the value x is above (to the right of) or below (to the left of) the mean, μ. Values of x that are larger than the mean have positive z scores, and values of x that are smaller than the mean have negative z scores. If x equals the mean, then x has a z score of zero.

Testing a Claim about Population Proportion

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2023

A complete procedure for testing a claim about a population proportion is provided here. There are two methods of testing a claim about a population proportion: (1) Using the sample proportion from the data where a binomial distribution is approximated to the normal distribution and (2) Using the binomial probabilities calculated from the data. The first method uses normal distribution as an approximation to the binomial distribution. The requirements are as follows: sample size is large...

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