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What is Probability? State the Axioms of Probability. Write shote notes on the following: i) Experiment ii) Sample Space iii) Event Space iv) Sample Point v) Trials. If a fair die is tossed once, what is the probability that a perfect square did not show up?
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1. a) What is Probability? State the Axioms of Probability
Probability is a measure of the likelihood that an event will occur. It is quantified as a number between 0 and 1, where 0 indicates impossibility and 1 indicates certainty.
The Axioms of Probability (Kolmogorov Axioms) are:
Non-negativity
The probability of any event is a non-negative real number.
Normalization
The probability of the sample space (the set of all possible outcomes) is 1.
Additivity (for mutually exclusive events)
For any sequence of mutually exclusive events , the probability of their union is the sum of their individual probabilities.
1. b) Write short notes on the following:
i) Experiment
An experiment is any process that generates a set of well-defined outcomes. Examples include tossing a coin, rolling a die, or measuring a person's height.ii) Sample Space
The sample space () of an experiment is the set of all possible outcomes. For example, when rolling a standard six-sided die, the sample space is .iii) Event Space
An event space (or simply an event) is a subset of the sample space. It represents a specific outcome or a collection of outcomes. For example, when rolling a die, the event "rolling an even number" is the subset .iv) Sample Point
A sample point is an individual outcome in the sample space. It is a single element of the sample space. For example, when rolling a die, '3' is a sample point.v) Trials
A trial is a single performance of an experiment. If an experiment is repeated multiple times, each repetition is considered a trial. For example, tossing a coin 10 times involves 10 trials.
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