tanszek:oktatas:techcomm:statistical_properties
Differences
This shows you the differences between two versions of the page.
| Both sides previous revisionPrevious revisionNext revision | Previous revision | ||
| tanszek:oktatas:techcomm:statistical_properties [2025/09/30 04:40] – [Event Space] knehez | tanszek:oktatas:techcomm:statistical_properties [2025/09/30 05:33] (current) – [Frequency of Events] knehez | ||
|---|---|---|---|
| Line 1: | Line 1: | ||
| - | ====== Statistical properties ====== | + | ====== Statistical properties |
| ==== Event Space ==== | ==== Event Space ==== | ||
| Line 7: | Line 7: | ||
| These events may form sets. Because they can be sets, we may perform standard //set operations// | These events may form sets. Because they can be sets, we may perform standard //set operations// | ||
| - | For example: the __union of two events__ in an experiment may represent the occurrence of either event, while the __intersection__ represents the simultaneous occurrence of both. When these operations occur, the event will carry information. | + | For example: the __union of two events__ in an experiment may represent the //occurrence of either event//, while the __intersection__ represents the //simultaneous occurrence of both//. When these operations occur, the event will carry information. |
| The __value of information__ related to these events can vary significantly based on everyday experience. For instance, knowing that a rare event has occurred (such as winning the lottery) typically provides more valuable information than learning about an event that occurs frequently or predictably. | The __value of information__ related to these events can vary significantly based on everyday experience. For instance, knowing that a rare event has occurred (such as winning the lottery) typically provides more valuable information than learning about an event that occurs frequently or predictably. | ||
| Line 19: | Line 19: | ||
| In the \( E_i \) event space, an event happened \(k_i\) times then the frequency of that given event may be calculated with the following formula: | In the \( E_i \) event space, an event happened \(k_i\) times then the frequency of that given event may be calculated with the following formula: | ||
| - | $$ freq_i=\frac{k_i}{k} $$ | + | $$ freq_i=\frac{k_i}{k} = \frac{\text{number of favorable outcomes}}{\text{number of all possible outcomes}}$$ |
| - | This means that we divide the number of all events | + | This means that we divide the number of that //given event// |
| $$ \lim_{k \to \infty} freq_i = \frac{k_i}{k} = P(E_i) $$ | $$ \lim_{k \to \infty} freq_i = \frac{k_i}{k} = P(E_i) $$ | ||
| Line 35: | Line 35: | ||
| {{: | {{: | ||
| - | The probability of every event will be 1/6 which can be calculated with the following formula. The rolls (of the dice) will form a so-called //full event system//. In the case of a //full event system// the sum of the probabilities (of each event) is 1 (by definition). | + | The probability of every event will be \(\frac{1}{6}\), which can be calculated with the following formula. The rolls (of the dice) will form a so-called //full event system//. In the case of a //full event system// the sum of the probabilities (of each event) is 1 (by definition). |
| If one of the events happens then the others can not happen: | If one of the events happens then the others can not happen: | ||
| Line 81: | Line 81: | ||
| Create sets containing all the possibilities. | Create sets containing all the possibilities. | ||
| - | Try the following c code here: https:// | + | Try the following c code here: [[https:// |
| <sxh c> | <sxh c> | ||
| Line 88: | Line 88: | ||
| #include < | #include < | ||
| - | #define SIMULATIONS | + | #define SIMULATIONS |
| // Function to simulate the birth of twins | // Function to simulate the birth of twins | ||
| Line 114: | Line 114: | ||
| // Calculate and print the result | // Calculate and print the result | ||
| - | | + | |
| - | printf(" | + | printf(" |
| return 0; | return 0; | ||
tanszek/oktatas/techcomm/statistical_properties.1759207216.txt.gz · Last modified: 2025/09/30 04:40 by knehez
