Preface | p. VII |
Measurements and Uncertainty | |
Physical Quantities | p. 3 |
Methods of Observation and Measurement | p. 3 |
Physical Quantities | p. 5 |
Direct and Indirect Measurement | p. 6 |
Time Dependence of Physical Quantities | p. 8 |
Counting of Random Events | p. 10 |
Operative Definition of Physical Quantities | p. 11 |
The Experimental Method | p. 12 |
Measurement Units | p. 13 |
Base and Derived Quantities | p. 13 |
Measurement Standards | p. 14 |
The International System of Units (SI) | p. 15 |
Other Systems of Units | p. 18 |
Dimensional Analysis | p. 20 |
Problems | p. 24 |
Measuring Instruments | p. 27 |
Functional Elements | p. 27 |
Classifications of Instruments | p. 29 |
Static Characteristics of Instruments | p. 31 |
Accuracy of an Instrument | p. 35 |
Dynamical Behavior of Instruments | p. 37 |
Counters | p. 43 |
Uncertainty in Direct Measurements | p. 45 |
Causes of Uncertainty | p. 45 |
Measurement Resolution | p. 46 |
Random Fluctuations | p. 48 |
Systematic Errors | p. 61 |
Summary and Comparisons | p. 68 |
Problems | p. 74 |
Probability and Statistics | |
Basic Probability Concepts | p. 79 |
Random Phenomena | p. 79 |
Sample Space. Events | p. 81 |
Probability of an Event | p. 82 |
Addition and Multiplication of Events | p. 87 |
Probability of the Sum of Events | p. 89 |
Probability of the Product of Events | p. 91 |
Combinatorial Calculus | p. 94 |
Problems | p. 96 |
Distributions of Random Variables | p. 99 |
Binomial Distribution | p. 99 |
Random Variables and Distribution Laws | p. 104 |
Numerical Characteristics of Distributions | p. 108 |
Poisson Distribution | p. 115 |
Normal Distribution | p. 121 |
Meaning of the Normal Distribution | p. 126 |
The Cauchy-Lorentz Distribution | p. 130 |
Multivariate Distributions | p. 132 |
Problems | p. 136 |
Statistical Tools | p. 139 |
Parent and Sample Populations | p. 139 |
Sample Means and Sample Variances | p. 143 |
Estimation of Parameters | p. 147 |
Problems | p. 152 |
Data Analysis | |
Uncertainty in Indirect Measurements | p. 155 |
Introduction to the Problem | p. 155 |
Independent Quantities, Linear Functions | p. 156 |
Independent Quantities, Nonlinear Functions | p. 159 |
Nonindependent Quantities | p. 163 |
Summary | p. 167 |
Problems | p. 168 |
Confidence Levels | p. 169 |
Probability and Confidence | p. 169 |
The Student Distribution | p. 173 |
Applications of the Confidence Level | p. 174 |
Problems | p. 176 |
Correlation of Physical Quantities | p. 177 |
Relations Between Physical Quantities | p. 177 |
Linear Correlation Coefficient | p. 179 |
Linear Relations Between Two Quantities | p. 181 |
The Least Squares Method | p. 186 |
Problems | p. 192 |
The Chi Square Test | p. 193 |
Meaning of the Chi Square Test | p. 193 |
Definition of Chi Square | p. 194 |
The Chi Square Distribution | p. 198 |
Interpretation of the Chi Square | p. 202 |
Problems | p. 203 |
Appendices | |
Presentation of Experimental Data | p. 207 |
Significant Digits and Rounding | p. 207 |
Tables | p. 210 |
Graphs | p. 212 |
Histograms | p. 216 |
Systems of Units | p. 219 |
The International System of Units (SI) | p. 219 |
Units Not Accepted by the SI | p. 223 |
British Units | p. 224 |
Non-SI Units Currently Used in Physics | p. 225 |
Gauss cgs Units | p. 226 |
Tables | p. 227 |
Greek Alphabet | p. 227 |
Some Fundamental Constants of Physics | p. 227 |
Integrals of the Standard Normal Distribution | p. 229 |
Integrals of the Student Distribution | p. 233 |
Integrals of the Chi Square Distribution | p. 235 |
Integrals of the Linear Correlation Coefficient Distribution | p. 237 |
Mathematical Complements | p. 239 |
Response of Instruments: Differential Equations | p. 239 |
Transformed Functions of Distributions | p. 243 |
Moments of the Binomial Distribution | p. 245 |
Moments of the Uniform Distribution | p. 246 |
Moments of the Poisson Distribution | p. 247 |
Moments of the Normal Distribution | p. 248 |
Parameters of the Cauchy Distribution | p. 252 |
Theorems on Means and Variances | p. 253 |
Experiments | p. 255 |
Caliper and Micrometer | p. 255 |
Simple Pendulum: Measurement of Period | p. 258 |
Helicoidal Spring: Elastic Constant | p. 261 |
Helicoidal Spring: Oscillations | p. 266 |
Simple Pendulum: Dependence of Period on Length | p. 269 |
Simple Pendulum: Influence of Mass and Amplitude | p. 274 |
Time Response of a Thermometer | p. 277 |
Suggested Reading | p. 283 |
Index | p. 285 |
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