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Overview

Package overview

iotables iotables-package
iotables: Reproducible Input-Output Economics Analysis, Economic and Environmental Impact Assessment with Empirical Data

Importing

Download the data from the Eurostat warehouse, or, in special cases, from the package’s in-built library.

iotables_download()
Download input-output tables
iotables_read_tempdir()
Read input-output tables from temporary directory
employment_get()
Get employment data
airpol_get()
Get air pollutant data
uk_2010_get()
Get United Kingdom Input-Output Analytical Tables, 2010

Matrix functions

These data wrangling functions take out from the longform raw data files the inportant matrixes of of input-output economics. The coefficient matrixes are strictly labelled, ordered, and they are successfully symmetric (apart from the auxiliary key column.)

validate_source()
Validate source Parameter
iotable_get()
Get An Input-Output Table Fom Bulk File
coefficient_matrix_create()
Create a coefficient matrix
input_coefficient_matrix_create()
Create an input coefficient matrix
output_coefficient_matrix_create()
Create an output coefficient matrix

SIOT processing functions

These data wrangling functions create vectors that conform the matrix, i.e. their elements are stricly labelled and ordered.

household_column_get()
Return Final Household Expenditure
iotables_metadata_get()
Get Metadata from Nested iotables File
iotable_year_get()
Get the available years from bulk downloaded input-output tables
primary_input_get()
Get primary inputs
output_get()
Get an output vector
total_tax_add()
Summarize and add tax data
supplementary_add()
Add supplementary data
key_column_create()
Create a key columnn
rows_add()
Add conforming row(s)
household_column_find()
Return the position of final household expenditure
matrix_round()
Round all matrix values to required number of digits.
vector_transpose_longer() vector_transpose()
Transpose a vector to a long form
vector_transpose_wider()
Transpose a vector to wider format

Analytic objects

Create the Leontief matrix, the Leontief inverse, and its inputs. To avoid division by zero, systematically remove zero or missing rows and columns.

input_flow_get()
Create an inter-industry or input flow matrix
leontief_inverse_create() leontieff_inverse_create()
Create the inverse of a Leontief-matrix
ghosh_inverse_create()
Create the inverse of a Ghosh-matrix
leontief_matrix_create() leontieff_matrix_create()
Create a Leontief matrix
empty_remove()
Symmetrically remove empty rows and columns

Indicators

Create direct and indirect effect indicators.

input_indicator_create()
Create input indicator(s)
direct_effects_create()
Create direct effects
indirect_effects_create()
Create indirect effects

Multipliers

The multiplier_create is a wrapper function around equation_solve to create multipliers. The input_multipliers_create and output_multipliers_create create the most frequently used multipliers.

equation_solve()
Solve a basic (matrix) equation
multiplier_create()
Create multipliers
input_multipliers_create()
Create input multipliers
output_multiplier_create()
Create output multipliers

Linkages

In the framework of input-output analysis, production by a particular sector has two kinds of effects on other sectors in the economy. If a sector increases its output, more inputs (purchases) are required from other sectors (backward linkage). The increased output of this sector indicates that additional amounts of products are available to be used as inputs by other sectors which can increase their production (forward linkage). See the Eurostat Manual of Supply, Use and Input-Output Tables p506-507.

backward_linkages()
Backward linkages
forward_linkages()
Forward linkages

Conforming data

For further analysis get data which conforms the structure of the SIOTs.

conforming_vector_create()
Create an empty conforming vector

Data

Validation datasets for crosschecking with published results.

germany_1995
Simple input-output table for Germany, 1995.
germany_airpol
Air Pollution Table for Germany, 1995.
metadata
Metadata
croatia_employment_aggregation
Primary input abbreviations
employment_metadata
Employment metadata
netherlands_2006
Simple input-output table for the Netherlands, 2006.

Validation Data - United Kingdom

Validation datasets for cross-checking with published results, and special datasets for Croatia and the United Kingdom.

uk_2010_data
United Kingdom Input-Output Analytical Tables, 2010
uk_2010_results_get()
Get United Kingdom Multipliers and Effects, 2010
uk_test_results
Multipliers and effects (product) for testing from the United Kingdom Input-Output Analytical Tables, 2010
uk_2010_data
Multipliers and effects (product) for testing from the United Kingdom Input-Output Analytical Tables, 2010

Validation Data - Croatia Pre-Accession SIOTs

Datasets for working with Croatia’s pre-accession data.

croatia_2010_1700
Input-output table for Croatia, 2010.
croatia_2010_1800
Input-output table for Croatia, 2010.
croatia_2010_1900
Input-output table for Croatia, 2010.
croatia_employment_2013
Croatian employment data for the year 2013
croatia_employment_aggregation
Aggregation table for Croatian employment statistics

Knitting articles (imported from knitr)

is_html_output
Check if HTML output is required
is_latex_output
Check if Latex output is required