SlideShare a Scribd company logo
1 of 122
Basic Statistical  Concepts and Methods ,[object Object],[object Object]
Definition of Statistics ,[object Object],[object Object],[object Object]
Uses of medical statistics ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Types of data ,[object Object],[object Object],[object Object],[object Object],[object Object]
    1-  Quantitative data ,[object Object],[object Object],[object Object],[object Object],[object Object]
2- Qualitative data ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Presentation Of Data ,[object Object],[object Object],[object Object],[object Object]
Tabulation ,[object Object],[object Object],[object Object],[object Object],[object Object]
Types of tables ,[object Object],[object Object],[object Object],[object Object]
Types of tables ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Frequency Distribution tables ,[object Object],[object Object],[object Object],[object Object]
[object Object],Frequency Distribution tables
Frequency Distribution tables ,[object Object],[object Object]
How to Construct a Frequency Distribution tables ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
How to Construct a Frequency Distribution tables ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Frequency Distribution tables ,[object Object],[object Object]
Frequency Distribution tables ,[object Object],[object Object]
Frequency Distribution tables  What is Your Conclusion?
Frequency Distribution tables ,[object Object],[object Object]
Frequency Distribution tables ,[object Object],[object Object],[object Object]
Frequency Distribution tables ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Frequency Distribution tables ,[object Object],[object Object]
Frequency Distribution tables construction of classes ,[object Object],[object Object],[object Object],[object Object]
Frequency Distribution tables construction of classes ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
 
2-Graphical Presentation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
2-Graphical Presentation ,[object Object]
Graphical Presentation  1- Bar chart ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Graphical Presentation  1- Bar chart- Simple
Graphical Presentation  1- Bar chart ,[object Object]
Graphical Presentation  1- Bar chart-Multiple ,[object Object],Cancer Anemia Males Females
Graphical Presentation  1- Bar chart ,[object Object]
Graphical Presentation  1- Bar chart ,[object Object],[object Object]
Graphical Presentation  1- Bar chart-  Component
Graphical Presentation  2-Pie diagram: ,[object Object],[object Object]
Graphical Presentation  2-Pie diagram:
Graphical Presentation  3- Histogram: ,[object Object],[object Object],[object Object]
Graphical Presentation  3- Histogram:
Graphical Presentation  4  -Frequency Polygon ,[object Object],[object Object],[object Object],[object Object]
Graphical Presentation  5 -  Scatter diagram ,[object Object]
This scatter diagram showed a positive or direct relationship between NAG and albumin/creatinine among diabetic patients
[object Object]
Graphical Presentation  6- Line graph:  it is diagram showing the relationship between two numeric  variables (as the scatter) but the points are joined together to form a line (either broken line or smooth curve)
Normal Distribution Curve
Normal Distribution curve ,[object Object],[object Object],[object Object],[object Object]
 
Characteristics of Normal Distribution curve ,[object Object],[object Object],[object Object],[object Object],[object Object]
Areas under the normal curve ,[object Object],[object Object],[object Object]
Skewed data ,[object Object],[object Object]
Causes of  Skewed  Curve Not Normally Distributed Data ,[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Data Summarization ,[object Object],[object Object],[object Object]
Measures of central tendency ,[object Object],[object Object],[object Object],[object Object]
1- The arithmetic mean: ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],1- The arithmetic mean:
Calculation of Mean  For frequency Distribution Data ,[object Object],[object Object],[object Object],[object Object],[object Object]
Calculation of Mean  For frequency Distribution Data
[object Object],[object Object],Calculation of Mean  For frequency Distribution Data  with class intervals
 
 
2- Median ,[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],2- Median
[object Object],[object Object],[object Object],2- Median
[object Object],2- Median
[object Object],[object Object],3- Mode
[object Object],[object Object],[object Object],3- Mode
Advantages and disadvantages of  the  measures of central Tendency: ,[object Object]
[object Object],[object Object],Advantages and disadvantages of  the  measures of central Tendency:
Measures of Dispersion ,[object Object],[object Object],[object Object],[object Object],[object Object]
   1-  Range: ,[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],   2-  Variance
[object Object],[object Object],[object Object],   2-  Variance
[object Object],[object Object],   2-  Variance
3- Standard Deviation  SD ,[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],4- Coefficient of variation  CoV
Example ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],Example
[object Object],[object Object],[object Object],Example
[object Object],[object Object],Examples
[object Object],[object Object],[object Object],[object Object],[object Object],Examples
Inferential statistics ,[object Object]
Inferential statistics Hypothesis Testing  ,[object Object]
Hypothesis Testing ,[object Object],[object Object]
Hypothesis Testing ,[object Object],[object Object]
Hypothesis Testing –Steps  ,[object Object],[object Object],[object Object],[object Object]
Null and alternative hypotheses ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Null and alternative hypotheses ,[object Object],[object Object],[object Object],[object Object],[object Object]
General principles of significance tests ,[object Object],[object Object],[object Object]
General principles of significance tests ,[object Object],[object Object]
General principles of significance tests  P<0.05 ,[object Object]
Tests of significance ,[object Object],[object Object],[object Object],[object Object]
Tests of significance ,[object Object],[object Object],[object Object],[object Object],[object Object]
Tests of significance ,[object Object]
Student’s  t-test ,[object Object],[object Object],[object Object]
[object Object],[object Object],t-test
[object Object],[object Object],[object Object],t-test
[object Object],[object Object],Paired t-test
[object Object],[object Object],ANOVA
[object Object],[object Object],ANOVA
[object Object],[object Object],ANOVA
[object Object],[object Object],[object Object],Chi-Squared  Test
[object Object],[object Object],Chi-Squared  Test
[object Object],[object Object],[object Object],[object Object],[object Object],Chi-Squared  Test
 
[object Object],Chi-Squared  Test
[object Object],[object Object],Z  Test
[object Object],[object Object],Chi-Squared  Test
[object Object],[object Object],[object Object],Chi-Squared  Test
[object Object],[object Object],Correlation & regression
[object Object],[object Object],[object Object],Correlation & regression
[object Object],[object Object],Correlation
[object Object],[object Object],Linear  regression
[object Object],[object Object],Linear  regression
 
[object Object],[object Object],Multiple  regression
[object Object],[object Object]
What Type of Sample is? ,[object Object],[object Object],[object Object],[object Object],[object Object]
Present the following data by a suitable table & graph ,[object Object]
Present the following data by a suitable table & graph ,[object Object],[object Object],[object Object]
[object Object]
 

More Related Content

What's hot

Types of graphs
Types of graphsTypes of graphs
Types of graphsLALIT BIST
 
Levels of Measurement
Levels of MeasurementLevels of Measurement
Levels of MeasurementSarfraz Ahmad
 
Presentation of data
Presentation of dataPresentation of data
Presentation of dataRuby Ocenar
 
Inferential statistics.ppt
Inferential statistics.pptInferential statistics.ppt
Inferential statistics.pptNursing Path
 
Graphical representation of data mohit verma
Graphical representation of data mohit verma Graphical representation of data mohit verma
Graphical representation of data mohit verma MOHIT KUMAR VERMA
 
Basics of statistics
Basics of statisticsBasics of statistics
Basics of statisticsdonthuraj
 
Statistics "Descriptive & Inferential"
Statistics "Descriptive & Inferential"Statistics "Descriptive & Inferential"
Statistics "Descriptive & Inferential"Dalia El-Shafei
 
Introduction to Statistics (Part -I)
Introduction to Statistics (Part -I)Introduction to Statistics (Part -I)
Introduction to Statistics (Part -I)YesAnalytics
 
Mean, Median, Mode: Measures of Central Tendency
Mean, Median, Mode: Measures of Central Tendency Mean, Median, Mode: Measures of Central Tendency
Mean, Median, Mode: Measures of Central Tendency Jan Nah
 
frequency distribution
 frequency distribution frequency distribution
frequency distributionUnsa Shakir
 
What is statistics
What is statisticsWhat is statistics
What is statisticsRaj Teotia
 
Statistical Methods
Statistical MethodsStatistical Methods
Statistical Methodsguest9fa52
 
Basics stat ppt-types of data
Basics stat ppt-types of dataBasics stat ppt-types of data
Basics stat ppt-types of dataFarhana Shaheen
 
STATISTICS: Hypothesis Testing
STATISTICS: Hypothesis TestingSTATISTICS: Hypothesis Testing
STATISTICS: Hypothesis Testingjundumaug1
 
Chapter 2: Frequency Distribution and Graphs
Chapter 2: Frequency Distribution and GraphsChapter 2: Frequency Distribution and Graphs
Chapter 2: Frequency Distribution and GraphsMong Mara
 

What's hot (20)

Types of graphs
Types of graphsTypes of graphs
Types of graphs
 
Levels of Measurement
Levels of MeasurementLevels of Measurement
Levels of Measurement
 
Presentation of data
Presentation of dataPresentation of data
Presentation of data
 
Inferential statistics.ppt
Inferential statistics.pptInferential statistics.ppt
Inferential statistics.ppt
 
Measurement of scales
Measurement of scalesMeasurement of scales
Measurement of scales
 
Graphical representation of data mohit verma
Graphical representation of data mohit verma Graphical representation of data mohit verma
Graphical representation of data mohit verma
 
Basics of statistics
Basics of statisticsBasics of statistics
Basics of statistics
 
Measures of variability
Measures of variabilityMeasures of variability
Measures of variability
 
Inferential Statistics
Inferential StatisticsInferential Statistics
Inferential Statistics
 
Statistics "Descriptive & Inferential"
Statistics "Descriptive & Inferential"Statistics "Descriptive & Inferential"
Statistics "Descriptive & Inferential"
 
Measures of Variation
Measures of VariationMeasures of Variation
Measures of Variation
 
Introduction to Statistics (Part -I)
Introduction to Statistics (Part -I)Introduction to Statistics (Part -I)
Introduction to Statistics (Part -I)
 
Mean, Median, Mode: Measures of Central Tendency
Mean, Median, Mode: Measures of Central Tendency Mean, Median, Mode: Measures of Central Tendency
Mean, Median, Mode: Measures of Central Tendency
 
frequency distribution
 frequency distribution frequency distribution
frequency distribution
 
What is statistics
What is statisticsWhat is statistics
What is statistics
 
Statistical Methods
Statistical MethodsStatistical Methods
Statistical Methods
 
Basics stat ppt-types of data
Basics stat ppt-types of dataBasics stat ppt-types of data
Basics stat ppt-types of data
 
STATISTICS: Hypothesis Testing
STATISTICS: Hypothesis TestingSTATISTICS: Hypothesis Testing
STATISTICS: Hypothesis Testing
 
Data organization
Data organizationData organization
Data organization
 
Chapter 2: Frequency Distribution and Graphs
Chapter 2: Frequency Distribution and GraphsChapter 2: Frequency Distribution and Graphs
Chapter 2: Frequency Distribution and Graphs
 

Viewers also liked

Introduction to statistics
Introduction to statisticsIntroduction to statistics
Introduction to statisticsmadan kumar
 
Role of Statistics in Scientific Research
Role of Statistics in Scientific ResearchRole of Statistics in Scientific Research
Role of Statistics in Scientific ResearchVaruna Harshana
 
Introduction To Statistics
Introduction To StatisticsIntroduction To Statistics
Introduction To Statisticsalbertlaporte
 
Introduction to statistics
Introduction to statisticsIntroduction to statistics
Introduction to statisticsakbhanj
 
Descriptive statistics
Descriptive statisticsDescriptive statistics
Descriptive statisticskemdoby
 
Statistics in research
Statistics in researchStatistics in research
Statistics in researchBalaji P
 
Types of Statistics
Types of StatisticsTypes of Statistics
Types of Statisticsloranel
 
correlation_and_covariance
correlation_and_covariancecorrelation_and_covariance
correlation_and_covarianceEkta Doger
 
Linear correlation
Linear correlationLinear correlation
Linear correlationTech_MX
 
Measurement and uncertainty
Measurement and uncertainty Measurement and uncertainty
Measurement and uncertainty IB School
 
Commonly Used Statistics in Survey Research
Commonly Used Statistics in Survey ResearchCommonly Used Statistics in Survey Research
Commonly Used Statistics in Survey ResearchPat Barlow
 
Statistical Analysis for Educational Outcomes Measurement in CME
Statistical Analysis for Educational Outcomes Measurement in CMEStatistical Analysis for Educational Outcomes Measurement in CME
Statistical Analysis for Educational Outcomes Measurement in CMED. Warnick Consulting
 
Data Analysis: Descriptive Statistics
Data Analysis: Descriptive StatisticsData Analysis: Descriptive Statistics
Data Analysis: Descriptive StatisticsMahmood Ahmad
 
Measurement and uncertainties
Measurement and uncertaintiesMeasurement and uncertainties
Measurement and uncertaintieskleybf
 

Viewers also liked (20)

Introduction to statistics
Introduction to statisticsIntroduction to statistics
Introduction to statistics
 
Role of Statistics in Scientific Research
Role of Statistics in Scientific ResearchRole of Statistics in Scientific Research
Role of Statistics in Scientific Research
 
Statistical ppt
Statistical pptStatistical ppt
Statistical ppt
 
Introduction To Statistics
Introduction To StatisticsIntroduction To Statistics
Introduction To Statistics
 
Introduction to statistics
Introduction to statisticsIntroduction to statistics
Introduction to statistics
 
Descriptive statistics
Descriptive statisticsDescriptive statistics
Descriptive statistics
 
Statistics in research
Statistics in researchStatistics in research
Statistics in research
 
What is statistics
What is statisticsWhat is statistics
What is statistics
 
What Is Statistics
What Is StatisticsWhat Is Statistics
What Is Statistics
 
Types of Statistics
Types of StatisticsTypes of Statistics
Types of Statistics
 
correlation_and_covariance
correlation_and_covariancecorrelation_and_covariance
correlation_and_covariance
 
Correlation continued
Correlation continuedCorrelation continued
Correlation continued
 
Linear correlation
Linear correlationLinear correlation
Linear correlation
 
Stat
StatStat
Stat
 
Measurement and uncertainty
Measurement and uncertainty Measurement and uncertainty
Measurement and uncertainty
 
Commonly Used Statistics in Survey Research
Commonly Used Statistics in Survey ResearchCommonly Used Statistics in Survey Research
Commonly Used Statistics in Survey Research
 
Statistical Analysis for Educational Outcomes Measurement in CME
Statistical Analysis for Educational Outcomes Measurement in CMEStatistical Analysis for Educational Outcomes Measurement in CME
Statistical Analysis for Educational Outcomes Measurement in CME
 
Measurement uncertainty
Measurement uncertaintyMeasurement uncertainty
Measurement uncertainty
 
Data Analysis: Descriptive Statistics
Data Analysis: Descriptive StatisticsData Analysis: Descriptive Statistics
Data Analysis: Descriptive Statistics
 
Measurement and uncertainties
Measurement and uncertaintiesMeasurement and uncertainties
Measurement and uncertainties
 

Similar to Basic Statistical Concepts and Methods

Standerd Deviation and calculation.pdf
Standerd Deviation and calculation.pdfStanderd Deviation and calculation.pdf
Standerd Deviation and calculation.pdfNJJAISWALPC
 
presentation of data
presentation of datapresentation of data
presentation of dataShafeek S
 
biostatstics :Type and presentation of data
biostatstics :Type and presentation of databiostatstics :Type and presentation of data
biostatstics :Type and presentation of datanaresh gill
 
2-L2 Presentation of data.pptx
2-L2 Presentation of data.pptx2-L2 Presentation of data.pptx
2-L2 Presentation of data.pptxssuser03ba7c
 
Data Presentation and Slide Preparation
Data Presentation and Slide PreparationData Presentation and Slide Preparation
Data Presentation and Slide PreparationAchu dhan
 
Tools and Techniques - Statistics: descriptive statistics
Tools and Techniques - Statistics: descriptive statistics Tools and Techniques - Statistics: descriptive statistics
Tools and Techniques - Statistics: descriptive statistics Ramachandra Barik
 
03.data presentation(2015) 2
03.data presentation(2015) 203.data presentation(2015) 2
03.data presentation(2015) 2Mmedsc Hahm
 
Scales of measurement and presentation of data
Scales of measurement and presentation of dataScales of measurement and presentation of data
Scales of measurement and presentation of dataDr Sithun Kumar Patro
 
Frequency Distribution_20231016_205524_0000.pptx
Frequency Distribution_20231016_205524_0000.pptxFrequency Distribution_20231016_205524_0000.pptx
Frequency Distribution_20231016_205524_0000.pptxEveGraceAlisbo
 
Descriptive Statistics and Data Visualization
Descriptive Statistics and Data VisualizationDescriptive Statistics and Data Visualization
Descriptive Statistics and Data VisualizationDouglas Joubert
 
Data Presentation Methods.pptx
Data Presentation Methods.pptxData Presentation Methods.pptx
Data Presentation Methods.pptxjacob735118
 
Biostatistics and research methodology
Biostatistics and research methodologyBiostatistics and research methodology
Biostatistics and research methodologysahini kondaviti
 
Classification and tabulation of data
Classification and tabulation of dataClassification and tabulation of data
Classification and tabulation of dataJagdish Powar
 
Wynberg girls high-Jade Gibson-maths-data analysis statistics
Wynberg girls high-Jade Gibson-maths-data analysis statisticsWynberg girls high-Jade Gibson-maths-data analysis statistics
Wynberg girls high-Jade Gibson-maths-data analysis statisticsWynberg Girls High
 
descriptive and inferential statistics
descriptive and inferential statisticsdescriptive and inferential statistics
descriptive and inferential statisticsMona Sajid
 
BIOSTATISTICS (MPT) 11 (1).pptx
BIOSTATISTICS (MPT) 11 (1).pptxBIOSTATISTICS (MPT) 11 (1).pptx
BIOSTATISTICS (MPT) 11 (1).pptxVaishnaviElumalai
 

Similar to Basic Statistical Concepts and Methods (20)

Standerd Deviation and calculation.pdf
Standerd Deviation and calculation.pdfStanderd Deviation and calculation.pdf
Standerd Deviation and calculation.pdf
 
presentation of data
presentation of datapresentation of data
presentation of data
 
biostatstics :Type and presentation of data
biostatstics :Type and presentation of databiostatstics :Type and presentation of data
biostatstics :Type and presentation of data
 
Presentation of data
Presentation of dataPresentation of data
Presentation of data
 
2-L2 Presentation of data.pptx
2-L2 Presentation of data.pptx2-L2 Presentation of data.pptx
2-L2 Presentation of data.pptx
 
Data Presentation and Slide Preparation
Data Presentation and Slide PreparationData Presentation and Slide Preparation
Data Presentation and Slide Preparation
 
Ch 3 DATA.doc
Ch 3 DATA.docCh 3 DATA.doc
Ch 3 DATA.doc
 
Tools and Techniques - Statistics: descriptive statistics
Tools and Techniques - Statistics: descriptive statistics Tools and Techniques - Statistics: descriptive statistics
Tools and Techniques - Statistics: descriptive statistics
 
03.data presentation(2015) 2
03.data presentation(2015) 203.data presentation(2015) 2
03.data presentation(2015) 2
 
Scales of measurement and presentation of data
Scales of measurement and presentation of dataScales of measurement and presentation of data
Scales of measurement and presentation of data
 
Frequency Distribution_20231016_205524_0000.pptx
Frequency Distribution_20231016_205524_0000.pptxFrequency Distribution_20231016_205524_0000.pptx
Frequency Distribution_20231016_205524_0000.pptx
 
Descriptive Statistics and Data Visualization
Descriptive Statistics and Data VisualizationDescriptive Statistics and Data Visualization
Descriptive Statistics and Data Visualization
 
Data Presentation Methods.pptx
Data Presentation Methods.pptxData Presentation Methods.pptx
Data Presentation Methods.pptx
 
statistic.ppt
statistic.pptstatistic.ppt
statistic.ppt
 
Biostatistics and research methodology
Biostatistics and research methodologyBiostatistics and research methodology
Biostatistics and research methodology
 
Data types by dr najeeb
Data types by dr najeebData types by dr najeeb
Data types by dr najeeb
 
Classification and tabulation of data
Classification and tabulation of dataClassification and tabulation of data
Classification and tabulation of data
 
Wynberg girls high-Jade Gibson-maths-data analysis statistics
Wynberg girls high-Jade Gibson-maths-data analysis statisticsWynberg girls high-Jade Gibson-maths-data analysis statistics
Wynberg girls high-Jade Gibson-maths-data analysis statistics
 
descriptive and inferential statistics
descriptive and inferential statisticsdescriptive and inferential statistics
descriptive and inferential statistics
 
BIOSTATISTICS (MPT) 11 (1).pptx
BIOSTATISTICS (MPT) 11 (1).pptxBIOSTATISTICS (MPT) 11 (1).pptx
BIOSTATISTICS (MPT) 11 (1).pptx
 

More from Ahmed-Refat Refat

Academic Integrity and Gen AI -Basic Concepts and Skills
Academic Integrity and Gen AI -Basic Concepts and SkillsAcademic Integrity and Gen AI -Basic Concepts and Skills
Academic Integrity and Gen AI -Basic Concepts and SkillsAhmed-Refat Refat
 
Workplace Well-Being-AhmedRefat.pdf
Workplace Well-Being-AhmedRefat.pdfWorkplace Well-Being-AhmedRefat.pdf
Workplace Well-Being-AhmedRefat.pdfAhmed-Refat Refat
 
Health System Management.pdf
Health System Management.pdfHealth System Management.pdf
Health System Management.pdfAhmed-Refat Refat
 
Individualistic and collectivist cultures public health implications
Individualistic and collectivist cultures  public health implicationsIndividualistic and collectivist cultures  public health implications
Individualistic and collectivist cultures public health implicationsAhmed-Refat Refat
 
emergency manual -ahmed refat
emergency manual -ahmed refatemergency manual -ahmed refat
emergency manual -ahmed refatAhmed-Refat Refat
 
Open access and education to achieve sdg
Open access and education to achieve sdgOpen access and education to achieve sdg
Open access and education to achieve sdgAhmed-Refat Refat
 
The first-ever-infodemilogical-study-1993
The first-ever-infodemilogical-study-1993The first-ever-infodemilogical-study-1993
The first-ever-infodemilogical-study-1993Ahmed-Refat Refat
 
Misinformation management-tools
Misinformation management-toolsMisinformation management-tools
Misinformation management-toolsAhmed-Refat Refat
 
Infodemic in-mass-fainting-epidemic-1993
Infodemic in-mass-fainting-epidemic-1993Infodemic in-mass-fainting-epidemic-1993
Infodemic in-mass-fainting-epidemic-1993Ahmed-Refat Refat
 
Public health policy and legislations refat2021
Public health  policy and legislations refat2021Public health  policy and legislations refat2021
Public health policy and legislations refat2021Ahmed-Refat Refat
 
HOW TO FIND INFORMATION ON THE INTERNET
HOW TO FIND INFORMATION ON THE INTERNETHOW TO FIND INFORMATION ON THE INTERNET
HOW TO FIND INFORMATION ON THE INTERNETAhmed-Refat Refat
 
Formulating an Effective Search Query
Formulating an Effective Search QueryFormulating an Effective Search Query
Formulating an Effective Search QueryAhmed-Refat Refat
 
Computer and internet applications in medicine
Computer and internet applications in medicineComputer and internet applications in medicine
Computer and internet applications in medicineAhmed-Refat Refat
 
Risk communication in crisis -part-i
Risk communication in crisis -part-iRisk communication in crisis -part-i
Risk communication in crisis -part-iAhmed-Refat Refat
 

More from Ahmed-Refat Refat (20)

Academic Integrity and Gen AI -Basic Concepts and Skills
Academic Integrity and Gen AI -Basic Concepts and SkillsAcademic Integrity and Gen AI -Basic Concepts and Skills
Academic Integrity and Gen AI -Basic Concepts and Skills
 
Workplace Well-Being-AhmedRefat.pdf
Workplace Well-Being-AhmedRefat.pdfWorkplace Well-Being-AhmedRefat.pdf
Workplace Well-Being-AhmedRefat.pdf
 
Health System Management.pdf
Health System Management.pdfHealth System Management.pdf
Health System Management.pdf
 
Individualistic and collectivist cultures public health implications
Individualistic and collectivist cultures  public health implicationsIndividualistic and collectivist cultures  public health implications
Individualistic and collectivist cultures public health implications
 
emergency manual -ahmed refat
emergency manual -ahmed refatemergency manual -ahmed refat
emergency manual -ahmed refat
 
Open access and education to achieve sdg
Open access and education to achieve sdgOpen access and education to achieve sdg
Open access and education to achieve sdg
 
Learn to do
Learn to doLearn to do
Learn to do
 
Risk assessment process
Risk assessment processRisk assessment process
Risk assessment process
 
Crisis communication-skills
Crisis communication-skillsCrisis communication-skills
Crisis communication-skills
 
The first-ever-infodemilogical-study-1993
The first-ever-infodemilogical-study-1993The first-ever-infodemilogical-study-1993
The first-ever-infodemilogical-study-1993
 
Misinformation management-tools
Misinformation management-toolsMisinformation management-tools
Misinformation management-tools
 
Infodemic in-mass-fainting-epidemic-1993
Infodemic in-mass-fainting-epidemic-1993Infodemic in-mass-fainting-epidemic-1993
Infodemic in-mass-fainting-epidemic-1993
 
Public health legislations
Public health legislations Public health legislations
Public health legislations
 
Precautionary principle pp
Precautionary principle ppPrecautionary principle pp
Precautionary principle pp
 
Environmental toxicology
Environmental toxicologyEnvironmental toxicology
Environmental toxicology
 
Public health policy and legislations refat2021
Public health  policy and legislations refat2021Public health  policy and legislations refat2021
Public health policy and legislations refat2021
 
HOW TO FIND INFORMATION ON THE INTERNET
HOW TO FIND INFORMATION ON THE INTERNETHOW TO FIND INFORMATION ON THE INTERNET
HOW TO FIND INFORMATION ON THE INTERNET
 
Formulating an Effective Search Query
Formulating an Effective Search QueryFormulating an Effective Search Query
Formulating an Effective Search Query
 
Computer and internet applications in medicine
Computer and internet applications in medicineComputer and internet applications in medicine
Computer and internet applications in medicine
 
Risk communication in crisis -part-i
Risk communication in crisis -part-iRisk communication in crisis -part-i
Risk communication in crisis -part-i
 

Recently uploaded

Stl Algorithms in C++ jjjjjjjjjjjjjjjjjj
Stl Algorithms in C++ jjjjjjjjjjjjjjjjjjStl Algorithms in C++ jjjjjjjjjjjjjjjjjj
Stl Algorithms in C++ jjjjjjjjjjjjjjjjjjMohammed Sikander
 
Open Educational Resources Primer PowerPoint
Open Educational Resources Primer PowerPointOpen Educational Resources Primer PowerPoint
Open Educational Resources Primer PowerPointELaRue0
 
slides CapTechTalks Webinar May 2024 Alexander Perry.pptx
slides CapTechTalks Webinar May 2024 Alexander Perry.pptxslides CapTechTalks Webinar May 2024 Alexander Perry.pptx
slides CapTechTalks Webinar May 2024 Alexander Perry.pptxCapitolTechU
 
Incoming and Outgoing Shipments in 2 STEPS Using Odoo 17
Incoming and Outgoing Shipments in 2 STEPS Using Odoo 17Incoming and Outgoing Shipments in 2 STEPS Using Odoo 17
Incoming and Outgoing Shipments in 2 STEPS Using Odoo 17Celine George
 
factors influencing drug absorption-final-2.pptx
factors influencing drug absorption-final-2.pptxfactors influencing drug absorption-final-2.pptx
factors influencing drug absorption-final-2.pptxSanjay Shekar
 
The Last Leaf, a short story by O. Henry
The Last Leaf, a short story by O. HenryThe Last Leaf, a short story by O. Henry
The Last Leaf, a short story by O. HenryEugene Lysak
 
philosophy and it's principles based on the life
philosophy and it's principles based on the lifephilosophy and it's principles based on the life
philosophy and it's principles based on the lifeNitinDeodare
 
會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽
會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽
會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽中 央社
 
Exploring Gemini AI and Integration with MuleSoft | MuleSoft Mysore Meetup #45
Exploring Gemini AI and Integration with MuleSoft | MuleSoft Mysore Meetup #45Exploring Gemini AI and Integration with MuleSoft | MuleSoft Mysore Meetup #45
Exploring Gemini AI and Integration with MuleSoft | MuleSoft Mysore Meetup #45MysoreMuleSoftMeetup
 
Essential Safety precautions during monsoon season
Essential Safety precautions during monsoon seasonEssential Safety precautions during monsoon season
Essential Safety precautions during monsoon seasonMayur Khatri
 
Championnat de France de Tennis de table/
Championnat de France de Tennis de table/Championnat de France de Tennis de table/
Championnat de France de Tennis de table/siemaillard
 
Behavioral-sciences-dr-mowadat rana (1).pdf
Behavioral-sciences-dr-mowadat rana (1).pdfBehavioral-sciences-dr-mowadat rana (1).pdf
Behavioral-sciences-dr-mowadat rana (1).pdfaedhbteg
 
Financial Accounting IFRS, 3rd Edition-dikompresi.pdf
Financial Accounting IFRS, 3rd Edition-dikompresi.pdfFinancial Accounting IFRS, 3rd Edition-dikompresi.pdf
Financial Accounting IFRS, 3rd Edition-dikompresi.pdfMinawBelay
 
How to Manage Notification Preferences in the Odoo 17
How to Manage Notification Preferences in the Odoo 17How to Manage Notification Preferences in the Odoo 17
How to Manage Notification Preferences in the Odoo 17Celine George
 
REPRODUCTIVE TOXICITY STUDIE OF MALE AND FEMALEpptx
REPRODUCTIVE TOXICITY  STUDIE OF MALE AND FEMALEpptxREPRODUCTIVE TOXICITY  STUDIE OF MALE AND FEMALEpptx
REPRODUCTIVE TOXICITY STUDIE OF MALE AND FEMALEpptxmanishaJyala2
 
IATP How-to Foreign Travel May 2024.pdff
IATP How-to Foreign Travel May 2024.pdffIATP How-to Foreign Travel May 2024.pdff
IATP How-to Foreign Travel May 2024.pdff17thcssbs2
 
Application of Matrices in real life. Presentation on application of matrices
Application of Matrices in real life. Presentation on application of matricesApplication of Matrices in real life. Presentation on application of matrices
Application of Matrices in real life. Presentation on application of matricesRased Khan
 
How to the fix Attribute Error in odoo 17
How to the fix Attribute Error in odoo 17How to the fix Attribute Error in odoo 17
How to the fix Attribute Error in odoo 17Celine George
 
BỘ LUYỆN NGHE TIẾNG ANH 8 GLOBAL SUCCESS CẢ NĂM (GỒM 12 UNITS, MỖI UNIT GỒM 3...
BỘ LUYỆN NGHE TIẾNG ANH 8 GLOBAL SUCCESS CẢ NĂM (GỒM 12 UNITS, MỖI UNIT GỒM 3...BỘ LUYỆN NGHE TIẾNG ANH 8 GLOBAL SUCCESS CẢ NĂM (GỒM 12 UNITS, MỖI UNIT GỒM 3...
BỘ LUYỆN NGHE TIẾNG ANH 8 GLOBAL SUCCESS CẢ NĂM (GỒM 12 UNITS, MỖI UNIT GỒM 3...Nguyen Thanh Tu Collection
 

Recently uploaded (20)

Stl Algorithms in C++ jjjjjjjjjjjjjjjjjj
Stl Algorithms in C++ jjjjjjjjjjjjjjjjjjStl Algorithms in C++ jjjjjjjjjjjjjjjjjj
Stl Algorithms in C++ jjjjjjjjjjjjjjjjjj
 
Open Educational Resources Primer PowerPoint
Open Educational Resources Primer PowerPointOpen Educational Resources Primer PowerPoint
Open Educational Resources Primer PowerPoint
 
slides CapTechTalks Webinar May 2024 Alexander Perry.pptx
slides CapTechTalks Webinar May 2024 Alexander Perry.pptxslides CapTechTalks Webinar May 2024 Alexander Perry.pptx
slides CapTechTalks Webinar May 2024 Alexander Perry.pptx
 
Incoming and Outgoing Shipments in 2 STEPS Using Odoo 17
Incoming and Outgoing Shipments in 2 STEPS Using Odoo 17Incoming and Outgoing Shipments in 2 STEPS Using Odoo 17
Incoming and Outgoing Shipments in 2 STEPS Using Odoo 17
 
factors influencing drug absorption-final-2.pptx
factors influencing drug absorption-final-2.pptxfactors influencing drug absorption-final-2.pptx
factors influencing drug absorption-final-2.pptx
 
The Last Leaf, a short story by O. Henry
The Last Leaf, a short story by O. HenryThe Last Leaf, a short story by O. Henry
The Last Leaf, a short story by O. Henry
 
philosophy and it's principles based on the life
philosophy and it's principles based on the lifephilosophy and it's principles based on the life
philosophy and it's principles based on the life
 
會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽
會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽
會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽
 
Exploring Gemini AI and Integration with MuleSoft | MuleSoft Mysore Meetup #45
Exploring Gemini AI and Integration with MuleSoft | MuleSoft Mysore Meetup #45Exploring Gemini AI and Integration with MuleSoft | MuleSoft Mysore Meetup #45
Exploring Gemini AI and Integration with MuleSoft | MuleSoft Mysore Meetup #45
 
Essential Safety precautions during monsoon season
Essential Safety precautions during monsoon seasonEssential Safety precautions during monsoon season
Essential Safety precautions during monsoon season
 
Championnat de France de Tennis de table/
Championnat de France de Tennis de table/Championnat de France de Tennis de table/
Championnat de France de Tennis de table/
 
Behavioral-sciences-dr-mowadat rana (1).pdf
Behavioral-sciences-dr-mowadat rana (1).pdfBehavioral-sciences-dr-mowadat rana (1).pdf
Behavioral-sciences-dr-mowadat rana (1).pdf
 
Financial Accounting IFRS, 3rd Edition-dikompresi.pdf
Financial Accounting IFRS, 3rd Edition-dikompresi.pdfFinancial Accounting IFRS, 3rd Edition-dikompresi.pdf
Financial Accounting IFRS, 3rd Edition-dikompresi.pdf
 
How to Manage Notification Preferences in the Odoo 17
How to Manage Notification Preferences in the Odoo 17How to Manage Notification Preferences in the Odoo 17
How to Manage Notification Preferences in the Odoo 17
 
Post Exam Fun(da) Intra UEM General Quiz - Finals.pdf
Post Exam Fun(da) Intra UEM General Quiz - Finals.pdfPost Exam Fun(da) Intra UEM General Quiz - Finals.pdf
Post Exam Fun(da) Intra UEM General Quiz - Finals.pdf
 
REPRODUCTIVE TOXICITY STUDIE OF MALE AND FEMALEpptx
REPRODUCTIVE TOXICITY  STUDIE OF MALE AND FEMALEpptxREPRODUCTIVE TOXICITY  STUDIE OF MALE AND FEMALEpptx
REPRODUCTIVE TOXICITY STUDIE OF MALE AND FEMALEpptx
 
IATP How-to Foreign Travel May 2024.pdff
IATP How-to Foreign Travel May 2024.pdffIATP How-to Foreign Travel May 2024.pdff
IATP How-to Foreign Travel May 2024.pdff
 
Application of Matrices in real life. Presentation on application of matrices
Application of Matrices in real life. Presentation on application of matricesApplication of Matrices in real life. Presentation on application of matrices
Application of Matrices in real life. Presentation on application of matrices
 
How to the fix Attribute Error in odoo 17
How to the fix Attribute Error in odoo 17How to the fix Attribute Error in odoo 17
How to the fix Attribute Error in odoo 17
 
BỘ LUYỆN NGHE TIẾNG ANH 8 GLOBAL SUCCESS CẢ NĂM (GỒM 12 UNITS, MỖI UNIT GỒM 3...
BỘ LUYỆN NGHE TIẾNG ANH 8 GLOBAL SUCCESS CẢ NĂM (GỒM 12 UNITS, MỖI UNIT GỒM 3...BỘ LUYỆN NGHE TIẾNG ANH 8 GLOBAL SUCCESS CẢ NĂM (GỒM 12 UNITS, MỖI UNIT GỒM 3...
BỘ LUYỆN NGHE TIẾNG ANH 8 GLOBAL SUCCESS CẢ NĂM (GỒM 12 UNITS, MỖI UNIT GỒM 3...
 

Basic Statistical Concepts and Methods