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by Jerzy Witold Wisniewski
Microeconometrics in Business Management
Cover
Title Page
About the Author
Preface
Acknowledgment
1 A single-equation econometric model
1.1 The essence of an econometric model
1.2 Specification of an econometric model
1.3 Estimation of an econometric model’s parameters
1.4 Verification of the model
1.5 Multiplicative econometric models
1.6 The limited endogenous variables
1.7 Econometric forecasting
2 Multiple-equation econometric models
2.1 Classification of multiple-equation models
2.2 A reduced form of the model
2.3 Identification of the model
2.4 Estimation of the parameters of a multiple-equation econometric model
2.5 Forecasts estimation based on multiple-equation models
3 Econometric modeling of a large- and medium-sized enterprise’s economic system
3.1 Specification of a large- and medium-sized enterprise’s econometric model
3.2 Structural form of an econometric model of a large- and medium-sized enterprise
3.3 Empirical econometric model of a medium-sized enterprise
3.4 Application of the company’s model during a decision-making process
4 An empirical econometric model of a small-sized enterprise
4.1 Specification of a small-sized enterprise’s econometric model
4.2 The structural form of a small-sized enterprise’s econometric model
4.3 Equation of the cash inflows
4.4 Equation of the sales income
4.5 Equations of ready-made production
4.6 Equation of labor efficiency
4.7 Equations of the average wage
4.8 Equations of the net payroll
4.9 The employment equation
4.10 Equations of the fixed assets
4.11 Equations of wage effectiveness
4.12 Equations of the efficiency of implementing the fixed assets
4.13 Practical applicability of a small-sized enterprise’s model
5 Econometric modeling in management of small-sized enterprise
5.1 The concept of financial liquidity and its measurement in a small-sized enterprise
5.2 econometric modeling of monthly financial liquidity
5.3 econometric modeling of quarterly financial liquidity
5.4 Econometric modeling of debt recovery efficacy
5.5 Econometric model describing interdependencies between the financial liquidity and the debt recovery efficacy in an enterprise
5.6 Econometric forecasting of financial liquidity
6 Econometric model in the analysis of an enterprise’s labor resources
6.1 A study of a mechanism of the demand for labor
6.2 Econometric modeling of labor intensity of production
6.3 Econometric model in selection of an efficient worker
6.4 Econometric model in the selection of an efficient white-collar worker
Conclusion
Bibliography
Index
End User License Agreement
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Bibliography
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End User License Agreement
Index
actual
Aitken estimator
alternative hypothesis
amplitude of the variable
analytical form
annual results of debt recovery
application of the model
autocorrelation
autocorrelation coefficient
autonomous process
autoregressive dependencies
autoregressive process
average forecast error
average net wage
average prediction error
average wage
bank credit
basic transformation
capital investments
cash inflows
chain prediction
closed cycle of relations
closed cycles
closed feedback
coefficient of determination
company
company’s liquidity
complementarity
confidence interval
consistent estimator
consumption
convergence factor
correlation coefficient
costs
debt recovery efficacy measures
decisional variable
decisions
demand for labor
demographic situation
dependent variable
depreciation
detached equations
direct feedback
distribution of the residuals
double least squares method (2LS)
dummy variable
Durbin–Watson test
DW statistic
econometric forecasting
econometric forecast theory
econometric methods
econometric model
econometric prediction
economic activity
economic growth
economic interrelations
economic measurements
economic phenomena
economic system
effective estimator
effectiveness of debt recovery
empirical model
employment
employment magnitude
endogenous variable
enterprises
equivalent
error
estimator
estimator’s precision
EViews 4 package
ex ante type
exogenous variables
explanatory
exponential
ex post type
extrapolation
financial condition
financial liquidity
financial management
financial situation
fiscal factors
fitted
fixed assets
forecast
errors
estimation
forecasted period
forecasted variable
forecasting mechanism
forecasting of financial liquidity
function
GRETL package
gross sales income
Hess matrix
hypothetical
identifiable ambiguously
identifiable explicitly
identification of the model
immeasurable properties
indirect feedback
individual labor efficiency
inequality
initial equation
initial value
interdependent stochastic equations
interdependent variables
interval
interval forecasting
investment(s)
aimed
objectives
opportunities
outlays
Janus coefficient
labor intensity of production
labor quality
labor resources
limited variable
linear model
linear trend
liquidity
logit transformation
2LS
see
double least squares method (2LS)
machinery and equipment
management
manufactured assortments
manufacturing potential
marketing
marketing activity
mathematical expectation
matrix of observations
matrix of variances and covariance’s
measurement
measurement scales
measure of debt recovery efficacy
mechanism
microeconometrics
minimum
minimum wage
monthly financial liquidity
monthly seasonal fluctuations
more precise estimator
multiplicative models
natural units
necessary condition
net payroll
nominal
nonlinear models
null hypothesis
observation
observation period
office worker’s efficiency
OLS estimator
ordinary least squares method (OLS)
overestimated forecasts
payroll fluctuations
personal characteristics
potential efficiency
potential labor efficiency
practical applicability
predetermined variables
prediction error
prediction horizon
predictor
predictor correction
probability
product
assortments
properties
production
entropy
specialization
prognoses
qualifications
qualitative forecast
quantification
quantitative forecast
quarterly
forecasts
liquidity
random component
random fluctuations
ratio
ready-made production
recursive models
reduced form
relative average error of prediction
relative limiting prediction error
relative liquidity
relative prediction error
residual variance
residual vector
risk of bankruptcy
sales income
salesman
sales person
salesperson’s work efficiency
seasonal fluctuations
selection of an efficient worker
sequential correcting
sequential prediction
significance level
simple models
simultaneous impact
small enterprises
specification of the model
staff
standard deviation
standard error
statistical analysis of debt recovery efficacy
statistical data
statistical deviation
statistically significant
statistical quality
stochastic
characteristics
equations
structure parameters
structural form
structural parameters
structure of monthly cumulated financial liquidity
structure of the efficacy measure
substitution
successful debt recovery
sufficient estimator
systems of interdependent equations
tangible fixed assets
technical devices
technical labor equipment
technical progress
theoretical values
time series
trade fairs
transposition
unbiased estimator
variable
variation
vector
verification of the model
wage
effectiveness
increase
weights
working time
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