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Saving and Investment Puzzle in Thailand
Author: Warawut Ruankham
Co-authors: Sandar Htwe, Su Hlaing Oo, and Htet Zaw Linn
International Conference on “Opportunity in Adversity – The New Global Success Mantra”
30 March 2021
International Conference [30 MARCH 2021] 1
Content of Presentation
• Introduction
• Objective of study
• Conceptual Framework
• Data and Methodology and Model Construction
• Empirical Results
• Conclusion
International Conference [30 MARCH 2021] 2
Introduction
• In standard economics literature, rational investors would invest amount of access saving in
country offering higher interest return per unit of investment.
• With low level of international financial market regulation, capital mobility will adjust the rate of
return until they are equal (Obstfeld et al. (2000).
• Therefore, the savings (S) of any country would flow to countries with the most productive
investment opportunities. This implies that the relationship between domestic saving (S) and
investment (I) should be independent.
International Conference [30 MARCH 2021] 3
Introduction
• However, there are multiple empirical evidences supported that relationship between economic
variables might not get in line with the standard economic theory.
• This phenomenon was widely known as a “puzzle”.
• Obstfeld et al. (2000) found that there are still “many puzzles” existing in economic literature,
particularly in international macroeconomics and finance
International Conference [30 MARCH 2021] 4
S-I puzzle (Feldstein and Horioka,1980)
• Feldstein-Horioka (F-H) or Saving and Investment (S-I) puzzle is one of them.
• S-I is a widely discussed problems in macroeconomics and international finance.
• This puzzle was initially proposed by Feldstein and Horioka (1980).
• They argued that if the assumption between saving and investment (S-I) is true and there is
perfect capital mobility, we should observe correlation between domestic investment and
savings.
• The results from their study found strong correlation of saving and investment in some
developed countries during 1960-74. (i.e., Australia, UK, Germany)
International Conference [30 MARCH 2021] 5
Reasons behind the Feldstein-Horioka puzzle
(Feldstein and Horioka,1980)
• They explained that there were five rationales behind the particular strong correlation.
• Firstly, it is because the domestic tax regime discourages investor to invest abroad. This tax regime
discounts the return of investment.
• Second, cost of transaction, fees, custody, or dealing costs in different countries are volatile. This
discourages investors to invest in other countries rather than their home country where these costs are
calculable.
• Third, investment in abroad encounters the exchange rate risk, particularly when withdraw the money
back to home country.
• Fourth, the information asymmetric problems might arise when investing abroad. There might be
advantages over the foreign investors in terms of the information acquisition.
• Lastly, investors could face with unanticipated regulatory risks from foreign countries government.
International Conference [30 MARCH 2021] 6
Introduction
• Empirically, several evidences found the existence of the contradiction between standard
international macroeconomics and real-world situation.
• Theses puzzle have long been studied and explainable in most of the industrial countries.
• The nexus between domestic saving and investment (S-I) under Feldstein and Horioka
puzzle were widely tested by a wide range of studies (e.g., Martin and Charles (1980); Schott
1981; Monroe 1929; Byrne et al 2009; Sinha and Sinha 1998; Cavallo and Pedemonte 2016;
Khundrakpam and Ranjan 2010; Baxter and Crucini 1993; Nasir et al. 2004).
• Most studies employed classical model (Granger cointegration). Only few studies employed
modern method.
International Conference [30 MARCH 2021] 7
Introduction
• Most studies aimed at advancing economy and industrial countries. There are only a few
that aimed at small developing economies liked Asian, Africa and developing Latin American
(Narayan 2005).
• However, during the period of 2005-2010, there begins to have studies tested the validity of
such theoretical framework in less developing countries such as Jiranyakul and Brahmasrene
(2008); Narayan (2005); and Nural et al. (2014).
• This study, therefore, aim to provide an additional empirical evidence to test the existence of
F-H puzzle (cointegration between S-I) in Thailand based on more modern method.
International Conference [30 MARCH 2021] 8
Objective of Study
• To provide an additional empirical evidence to support the absence of F-H puzzle (cointegration
between S-I) in Thailand.
• To diagnose the long run cointregation between domestic saving and investment in Thailand
during 1980-2020 based on ARDL-Bound Testing
International Conference [30 MARCH 2021] 9
Thailand Domestic Saving and Investment
International Conference [30 MARCH 2021] 10
Conceptual Framework
Feldstein-Horioka
(F-H) Puzzle
Correlation between national saving and
investment (S-I) should be dependent
Yes
Capital immobility
F-H is still Exist
No
F-H No longer
Exist
Capital mobility
Error Correction Model (ECM)
Engle and Granger (1987)
cointegration test
Pesaran et al. (2001) ARDL
Bound Testing for
cointegration
Unit Root Test: Augmented Dickey Fuller (ADF) and Phillips-
Perron (PP) test
Stability Test: the cumulative sum (CUSUM) and cumulative
sum square (CUSUMSQ)
Yes
No
Yes
No
Model
construction
Data
Collection
Data
Diagnosis
International Conference [30 MARCH 2021] 11
Model Construction
This study adopted the model setup by Obstfeld et al. (2000), Pesaran et al. (2001) and Jiranyakul and
Brahmasrene (2008). The model construction is explained by following stages.
• First, we indicate the nexus between S-I. According to Feldstein-Horioka regression, the relation of
S-I is expressed as cross-section regressions:
𝐼
𝑌 𝑡
= 𝑎0 + 𝑎1
𝑁𝑆
𝑌 𝑡
+ 𝜀𝑡 (1)
• Where I/Y is the domestic private investment as a fraction of GDP, NS is the domestic saving as a
fration of GDP
• Note: Engle and Granger (1987) strictly required that all variables must be integrated of order one
or I(1) and must be known before performing the test
International Conference [30 MARCH 2021] 12
Model Construction
• Later on, Pesaran et al. (2001) proposed a new method for testing cointegration that require
more relaxed assumption of level of integration
• The approach is basically based on conditional autoregressive distributed lag (ARDL) and
error correction mechanism (ECM).
• The benefit of ARDL is that it allows to examine cointegration relationships amongst
variables regardless of their order of integration, I(0), I(1) or a mixture of both.
International Conference [30 MARCH 2021] 13
Model Construction
• In second stage, we indicate the model specification based on the ARDL instead of Engle and
Granger (1987). The model was specified as:
∆
𝐼
𝑌 𝑡
= 𝛼0 + σ𝑖=1
𝑝
𝛽𝑡∆
𝐼
𝑌 𝑡−1
+ σ𝑖=1
𝑞
𝛾𝑡∆
𝑁𝑆
𝑌 𝑡−𝑗
+ 𝜆∆
𝑁𝑆
𝑌 𝑡
+ 𝜀𝑡 (2)
• the expression (3) provides autoregressive part (lag of endogenous variables) and the
distributed lag (lags of exogenous variables) by adding the lagged level variables into equation
(2). The α,β,γ are the parameters of short run variables and λ was the parameter of the long
run variables. The study then obtained the F-statistic by estimating equation (3) for Thailand as
following equation;
International Conference [30 MARCH 2021] 14
Model Construction
distributed lag (lags of
exogenous variables)
International Conference [30 MARCH 2021] 15
Hypothesis of Cointegration
• The last stage, we compared the computation of F-statistic from (3) with the critical bound
values obtained from the Narayan (2005) case III unrestricted intercept and no trend which is fit
better for small number of observations.
• To find integration, the study performed the hypotheses test as below Table 2.
International Conference [30 MARCH 2021] 16
Empirical Results
To find cointegration of
domestic saving and
investment using ARDL
bound test, this study first
tested the unit root under
the Augmented Dickey
Fuller (ADF) and Phillips-
Perron (PP) test. For
Thailand, resulted from
ADF and PP test, shown
in Table 3
a) The number in [square brackets] is the optimal lag length determined by Schwartz information criterion (SIC) with maximum lag of 9
b) The number in {curly brackets} is the optimal bandwidth determined by the Newly-West using Bartlett Kernel
c) The number in (parentheses) is the p-value provided by MacKinnon (1996).
d) *, **, and *** denotes 10, 5, and 1 percent significance level, respectively.
International Conference [30 MARCH 2021] 17
ARDL-ECM Cointegration Test
• The bounds testing procedure simply estimated OLS regression with the first difference of the variables in equation (2). Then,
put the lagged level variables and conduct the variable addition test. Then we computed the F-statistics and compared them
with the critical values (Narayan 2005) in the case III as the unrestricted intercept and no trend.
• The result displayed in Table 3 indicates the computed F-statistics for Thailand that equals to 2.753.
• In addition, the LM test indicated no serial correlation problem since the p-value of χ^2 (2) was greater than 0.05 for both
Thailand International Conference [30 MARCH 2021] 18
ARDL-ECM Cointegration Test
2.753
International Conference [30 MARCH 2021] 19
Stability Test
In addition to unit root
test of order of
integration, the study
was plotted the
cumulative sum
(CUSUM) and
cumulative sum square
(CUSUMSQ) to ensure
the model, pasted the
necessary assumption
of stationary and the
structural break
International Conference [30 MARCH 2021] 20
Conclusion
• We found strictly no correlation between domestic saving and investment (S-I)
• The F-H puzzle is not exist in Thailand
• Our results is in line with Jirayakul and Brahmasrene (2008) and Byrne and Fiess
(2009).
• Main reasons for the capital movement in Asian countries
1. Level of financial market development of each countries are not the same.
This motivates the liquidity to flow to country with higher development level.
2. Interest rate arbitrage in Asian countries allows capital mobility
3. Financial liberalization in the regions is achieved after the Asian financial
crisis in 1997
Feldstein-Horioka
(F-H) Puzzle
Correlation between national saving and
investment (S-I) should be dependent
Yes
Capital immobility
F-H is still Exist
No
F-H No longer
Exist
Capital mobility
International Conference [30 MARCH 2021] 21
Thank You
International Conference [30 MARCH 2021] 22
Reference
• Abu N. (2017) Does Okun’s law exist in Nigeria? Evidence from the ARDL bounds testing approach. Contemporary Economics Provided, 11(2): 131–14
• Alexiou C (2010) An Empirical Note On Government Expenditure And Imports: An Ardl Cointegration Investigation. Rivista Internazionale Di Scienze Sociali, 2(2):
263–274.
• Asimakopulos A (1983) Kalečki and Keynes on finance, investment and saving. Cambridge Journal of Economics, 7(3/4): 221-233
• Baxter M, Crucini M (1993) Explaining Saving--Investment Correlations. The American Economic Review, 83(3): 416-436
• Byrne J, Fazio G, Fiess N (2009) The Global Side of the Investment-Saving Puzzle. Journal of Money, Credit and Banking, 41(5): 1033-1040
• Engle F, Granger J, (1987) Co-Integration and Error Correction : Representation , Estimation , and Testing. Econometrica, 55(2): 251–276.
• Cavallo E, Pedemonte M (2016)The Relationship between Domestic saving and Investment in Latin America and the Caribbean. Economía, 16(2): 29-53
• Feldstein M, Horioka C (1980) Domestic Saving and International Capital Flows. The Economic Journal, 90(358): 314-329. doi:10.2307/2231790
• Gregory W, Hansen E (1996) Residual-based tests for cointegration in models with regime shifts. In Journal of Econometrics ,Vol. 70: 99–126
• Jiranyakul K, Brahmasrene T (2008) Cointegration between Investment and Saving in Selected Asian Countries : ARDL Bounds Testing Procedure Cointegration
between Investment and Saving in Selected Asian Countries : Munich Personal RePEc Archive: 45-76
International Conference [30 MARCH 2021] 23
Reference
• Khundrakpam J, Ranjan R (2010) Saving-Investment Nexus And International Capital Mobility In India: Revisiting Feldstein-Horioka Hypothesis. Indian Economic Review, 45(1), New Series:
49-66
• Martin F, Charles H (1980) Domestic Saving and International Capital Flows. The Economic Journal, 90(358): 314–329
• Monroe A (1929) Investment and Saving: A Genetic Analysis. The Quarterly Journal of Economics, 43(4): 567-603
• Narayan K (2005) The saving and investment nexus for China: Evidence from cointegration tests. Applied Economics, 37(17):1979–1990 https://doi.org/10.1080/00036840500278103
• Nasir S, Khalid M, Mahmood A (2004) Saving-investment Behaviour in Pakistan: An Empirical Investigation [with Comments]. The Pakistan Development Review, 43(4): 665-682
• Nurul L, Zulkifli A, Muhamad R (2014) Autoregressive Distributed Lag ( ARDL ) Analysis Of The Nexus Between Savings And Investment In The Three Asian Economies. 49(3): 323–334.
• Obstfeld, Maurice, Kenneth Rogoff, Ben Bernanke, and Kenneth Rogoff. 2001. “The Six Major Puzzles in International Macroeconomics: Is there a Common Cause?” NBER
Macroeconomics Annual 2000, 339-390. Cambridge, MA: MIT Press.
• Pesaran H, Shin Y, Smith J (2001) Bounds testing approaches to the analysis of level relationships. Journal of Applied Econometrics, 16(3): 289–326 https://doi.org/10.1002/jae.616
• Saleem A, Sial M (2015) Exports-Growth Nexus in Pakistan: cointegration and causality analysis. Pakistan Economic and Social Review, 53(1): 17-30
• Sinha D, Sinha T (1998) An Exploration of the Long-Run Relationship between Saving and Investment in the Developing Economies: A Tale of Latin American Countries. Journal of Post
Keynesian Economics, 20(3): 435-443
• Schott F (1981) Capital Investment and Saving. The Geneva Papers on Risk and Insurance, 6(18): 68-73
International Conference [30 MARCH 2021] 24

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Saving and investment puzzle in Thailand

  • 1. Saving and Investment Puzzle in Thailand Author: Warawut Ruankham Co-authors: Sandar Htwe, Su Hlaing Oo, and Htet Zaw Linn International Conference on “Opportunity in Adversity – The New Global Success Mantra” 30 March 2021 International Conference [30 MARCH 2021] 1
  • 2. Content of Presentation • Introduction • Objective of study • Conceptual Framework • Data and Methodology and Model Construction • Empirical Results • Conclusion International Conference [30 MARCH 2021] 2
  • 3. Introduction • In standard economics literature, rational investors would invest amount of access saving in country offering higher interest return per unit of investment. • With low level of international financial market regulation, capital mobility will adjust the rate of return until they are equal (Obstfeld et al. (2000). • Therefore, the savings (S) of any country would flow to countries with the most productive investment opportunities. This implies that the relationship between domestic saving (S) and investment (I) should be independent. International Conference [30 MARCH 2021] 3
  • 4. Introduction • However, there are multiple empirical evidences supported that relationship between economic variables might not get in line with the standard economic theory. • This phenomenon was widely known as a “puzzle”. • Obstfeld et al. (2000) found that there are still “many puzzles” existing in economic literature, particularly in international macroeconomics and finance International Conference [30 MARCH 2021] 4
  • 5. S-I puzzle (Feldstein and Horioka,1980) • Feldstein-Horioka (F-H) or Saving and Investment (S-I) puzzle is one of them. • S-I is a widely discussed problems in macroeconomics and international finance. • This puzzle was initially proposed by Feldstein and Horioka (1980). • They argued that if the assumption between saving and investment (S-I) is true and there is perfect capital mobility, we should observe correlation between domestic investment and savings. • The results from their study found strong correlation of saving and investment in some developed countries during 1960-74. (i.e., Australia, UK, Germany) International Conference [30 MARCH 2021] 5
  • 6. Reasons behind the Feldstein-Horioka puzzle (Feldstein and Horioka,1980) • They explained that there were five rationales behind the particular strong correlation. • Firstly, it is because the domestic tax regime discourages investor to invest abroad. This tax regime discounts the return of investment. • Second, cost of transaction, fees, custody, or dealing costs in different countries are volatile. This discourages investors to invest in other countries rather than their home country where these costs are calculable. • Third, investment in abroad encounters the exchange rate risk, particularly when withdraw the money back to home country. • Fourth, the information asymmetric problems might arise when investing abroad. There might be advantages over the foreign investors in terms of the information acquisition. • Lastly, investors could face with unanticipated regulatory risks from foreign countries government. International Conference [30 MARCH 2021] 6
  • 7. Introduction • Empirically, several evidences found the existence of the contradiction between standard international macroeconomics and real-world situation. • Theses puzzle have long been studied and explainable in most of the industrial countries. • The nexus between domestic saving and investment (S-I) under Feldstein and Horioka puzzle were widely tested by a wide range of studies (e.g., Martin and Charles (1980); Schott 1981; Monroe 1929; Byrne et al 2009; Sinha and Sinha 1998; Cavallo and Pedemonte 2016; Khundrakpam and Ranjan 2010; Baxter and Crucini 1993; Nasir et al. 2004). • Most studies employed classical model (Granger cointegration). Only few studies employed modern method. International Conference [30 MARCH 2021] 7
  • 8. Introduction • Most studies aimed at advancing economy and industrial countries. There are only a few that aimed at small developing economies liked Asian, Africa and developing Latin American (Narayan 2005). • However, during the period of 2005-2010, there begins to have studies tested the validity of such theoretical framework in less developing countries such as Jiranyakul and Brahmasrene (2008); Narayan (2005); and Nural et al. (2014). • This study, therefore, aim to provide an additional empirical evidence to test the existence of F-H puzzle (cointegration between S-I) in Thailand based on more modern method. International Conference [30 MARCH 2021] 8
  • 9. Objective of Study • To provide an additional empirical evidence to support the absence of F-H puzzle (cointegration between S-I) in Thailand. • To diagnose the long run cointregation between domestic saving and investment in Thailand during 1980-2020 based on ARDL-Bound Testing International Conference [30 MARCH 2021] 9
  • 10. Thailand Domestic Saving and Investment International Conference [30 MARCH 2021] 10
  • 11. Conceptual Framework Feldstein-Horioka (F-H) Puzzle Correlation between national saving and investment (S-I) should be dependent Yes Capital immobility F-H is still Exist No F-H No longer Exist Capital mobility Error Correction Model (ECM) Engle and Granger (1987) cointegration test Pesaran et al. (2001) ARDL Bound Testing for cointegration Unit Root Test: Augmented Dickey Fuller (ADF) and Phillips- Perron (PP) test Stability Test: the cumulative sum (CUSUM) and cumulative sum square (CUSUMSQ) Yes No Yes No Model construction Data Collection Data Diagnosis International Conference [30 MARCH 2021] 11
  • 12. Model Construction This study adopted the model setup by Obstfeld et al. (2000), Pesaran et al. (2001) and Jiranyakul and Brahmasrene (2008). The model construction is explained by following stages. • First, we indicate the nexus between S-I. According to Feldstein-Horioka regression, the relation of S-I is expressed as cross-section regressions: 𝐼 𝑌 𝑡 = 𝑎0 + 𝑎1 𝑁𝑆 𝑌 𝑡 + 𝜀𝑡 (1) • Where I/Y is the domestic private investment as a fraction of GDP, NS is the domestic saving as a fration of GDP • Note: Engle and Granger (1987) strictly required that all variables must be integrated of order one or I(1) and must be known before performing the test International Conference [30 MARCH 2021] 12
  • 13. Model Construction • Later on, Pesaran et al. (2001) proposed a new method for testing cointegration that require more relaxed assumption of level of integration • The approach is basically based on conditional autoregressive distributed lag (ARDL) and error correction mechanism (ECM). • The benefit of ARDL is that it allows to examine cointegration relationships amongst variables regardless of their order of integration, I(0), I(1) or a mixture of both. International Conference [30 MARCH 2021] 13
  • 14. Model Construction • In second stage, we indicate the model specification based on the ARDL instead of Engle and Granger (1987). The model was specified as: ∆ 𝐼 𝑌 𝑡 = 𝛼0 + σ𝑖=1 𝑝 𝛽𝑡∆ 𝐼 𝑌 𝑡−1 + σ𝑖=1 𝑞 𝛾𝑡∆ 𝑁𝑆 𝑌 𝑡−𝑗 + 𝜆∆ 𝑁𝑆 𝑌 𝑡 + 𝜀𝑡 (2) • the expression (3) provides autoregressive part (lag of endogenous variables) and the distributed lag (lags of exogenous variables) by adding the lagged level variables into equation (2). The α,β,γ are the parameters of short run variables and λ was the parameter of the long run variables. The study then obtained the F-statistic by estimating equation (3) for Thailand as following equation; International Conference [30 MARCH 2021] 14
  • 15. Model Construction distributed lag (lags of exogenous variables) International Conference [30 MARCH 2021] 15
  • 16. Hypothesis of Cointegration • The last stage, we compared the computation of F-statistic from (3) with the critical bound values obtained from the Narayan (2005) case III unrestricted intercept and no trend which is fit better for small number of observations. • To find integration, the study performed the hypotheses test as below Table 2. International Conference [30 MARCH 2021] 16
  • 17. Empirical Results To find cointegration of domestic saving and investment using ARDL bound test, this study first tested the unit root under the Augmented Dickey Fuller (ADF) and Phillips- Perron (PP) test. For Thailand, resulted from ADF and PP test, shown in Table 3 a) The number in [square brackets] is the optimal lag length determined by Schwartz information criterion (SIC) with maximum lag of 9 b) The number in {curly brackets} is the optimal bandwidth determined by the Newly-West using Bartlett Kernel c) The number in (parentheses) is the p-value provided by MacKinnon (1996). d) *, **, and *** denotes 10, 5, and 1 percent significance level, respectively. International Conference [30 MARCH 2021] 17
  • 18. ARDL-ECM Cointegration Test • The bounds testing procedure simply estimated OLS regression with the first difference of the variables in equation (2). Then, put the lagged level variables and conduct the variable addition test. Then we computed the F-statistics and compared them with the critical values (Narayan 2005) in the case III as the unrestricted intercept and no trend. • The result displayed in Table 3 indicates the computed F-statistics for Thailand that equals to 2.753. • In addition, the LM test indicated no serial correlation problem since the p-value of χ^2 (2) was greater than 0.05 for both Thailand International Conference [30 MARCH 2021] 18
  • 19. ARDL-ECM Cointegration Test 2.753 International Conference [30 MARCH 2021] 19
  • 20. Stability Test In addition to unit root test of order of integration, the study was plotted the cumulative sum (CUSUM) and cumulative sum square (CUSUMSQ) to ensure the model, pasted the necessary assumption of stationary and the structural break International Conference [30 MARCH 2021] 20
  • 21. Conclusion • We found strictly no correlation between domestic saving and investment (S-I) • The F-H puzzle is not exist in Thailand • Our results is in line with Jirayakul and Brahmasrene (2008) and Byrne and Fiess (2009). • Main reasons for the capital movement in Asian countries 1. Level of financial market development of each countries are not the same. This motivates the liquidity to flow to country with higher development level. 2. Interest rate arbitrage in Asian countries allows capital mobility 3. Financial liberalization in the regions is achieved after the Asian financial crisis in 1997 Feldstein-Horioka (F-H) Puzzle Correlation between national saving and investment (S-I) should be dependent Yes Capital immobility F-H is still Exist No F-H No longer Exist Capital mobility International Conference [30 MARCH 2021] 21
  • 23. Reference • Abu N. (2017) Does Okun’s law exist in Nigeria? Evidence from the ARDL bounds testing approach. Contemporary Economics Provided, 11(2): 131–14 • Alexiou C (2010) An Empirical Note On Government Expenditure And Imports: An Ardl Cointegration Investigation. Rivista Internazionale Di Scienze Sociali, 2(2): 263–274. • Asimakopulos A (1983) Kalečki and Keynes on finance, investment and saving. Cambridge Journal of Economics, 7(3/4): 221-233 • Baxter M, Crucini M (1993) Explaining Saving--Investment Correlations. The American Economic Review, 83(3): 416-436 • Byrne J, Fazio G, Fiess N (2009) The Global Side of the Investment-Saving Puzzle. Journal of Money, Credit and Banking, 41(5): 1033-1040 • Engle F, Granger J, (1987) Co-Integration and Error Correction : Representation , Estimation , and Testing. Econometrica, 55(2): 251–276. • Cavallo E, Pedemonte M (2016)The Relationship between Domestic saving and Investment in Latin America and the Caribbean. Economía, 16(2): 29-53 • Feldstein M, Horioka C (1980) Domestic Saving and International Capital Flows. The Economic Journal, 90(358): 314-329. doi:10.2307/2231790 • Gregory W, Hansen E (1996) Residual-based tests for cointegration in models with regime shifts. In Journal of Econometrics ,Vol. 70: 99–126 • Jiranyakul K, Brahmasrene T (2008) Cointegration between Investment and Saving in Selected Asian Countries : ARDL Bounds Testing Procedure Cointegration between Investment and Saving in Selected Asian Countries : Munich Personal RePEc Archive: 45-76 International Conference [30 MARCH 2021] 23
  • 24. Reference • Khundrakpam J, Ranjan R (2010) Saving-Investment Nexus And International Capital Mobility In India: Revisiting Feldstein-Horioka Hypothesis. Indian Economic Review, 45(1), New Series: 49-66 • Martin F, Charles H (1980) Domestic Saving and International Capital Flows. The Economic Journal, 90(358): 314–329 • Monroe A (1929) Investment and Saving: A Genetic Analysis. The Quarterly Journal of Economics, 43(4): 567-603 • Narayan K (2005) The saving and investment nexus for China: Evidence from cointegration tests. Applied Economics, 37(17):1979–1990 https://doi.org/10.1080/00036840500278103 • Nasir S, Khalid M, Mahmood A (2004) Saving-investment Behaviour in Pakistan: An Empirical Investigation [with Comments]. The Pakistan Development Review, 43(4): 665-682 • Nurul L, Zulkifli A, Muhamad R (2014) Autoregressive Distributed Lag ( ARDL ) Analysis Of The Nexus Between Savings And Investment In The Three Asian Economies. 49(3): 323–334. • Obstfeld, Maurice, Kenneth Rogoff, Ben Bernanke, and Kenneth Rogoff. 2001. “The Six Major Puzzles in International Macroeconomics: Is there a Common Cause?” NBER Macroeconomics Annual 2000, 339-390. Cambridge, MA: MIT Press. • Pesaran H, Shin Y, Smith J (2001) Bounds testing approaches to the analysis of level relationships. Journal of Applied Econometrics, 16(3): 289–326 https://doi.org/10.1002/jae.616 • Saleem A, Sial M (2015) Exports-Growth Nexus in Pakistan: cointegration and causality analysis. Pakistan Economic and Social Review, 53(1): 17-30 • Sinha D, Sinha T (1998) An Exploration of the Long-Run Relationship between Saving and Investment in the Developing Economies: A Tale of Latin American Countries. Journal of Post Keynesian Economics, 20(3): 435-443 • Schott F (1981) Capital Investment and Saving. The Geneva Papers on Risk and Insurance, 6(18): 68-73 International Conference [30 MARCH 2021] 24