Years

Parameter

Food

Clothes

Live

Daily necessities and services

Traffic communication

Education, culture and Entertainment

Medical insurance

Other supplies and services

2014

a i

1929.525

0

0

111.478

−170.625

763.48

190.622

100.643

b i

0.167

0.026

0.151

0.04

0.1

0.017

0.04

0.011

R2

0.99

0.981

0.965

0.99

0.998

0.732

0.961

0.994

2015

a i

2276.174

92.429

1013.769

236.131

0

635.788

294.195

75.15

b i

0.167

0.021

0.111

0.031

0.09

0.024

0.032

0.012

R2

0.993

0.981

0.98

0.974

0.955

0.817

0.963

0.95

2016

a i

2743.126

127.933

1421.485

177.445

0

567.404

352.205

76.058

b i

0.156

0.02

0.093

0.037

0.095

0.035

0.031

0.014

R2

0.975

0.988

0.982

0.993

0.967

0.768

0.891

0.924

2017

a i

2680.291

136.271

1500.394

235.241

0

757.409

472.743

0

b i

0.167

0.021

0.089

0.031

0.093

0.027

0.028

0.013

R2

0.986

0.987

0.967

0.991

0.979

0.856

0.891

0.932