From fdc5bd0104b4c5719afa529a90ca9225d85adce4 Mon Sep 17 00:00:00 2001 From: martenwalksaway <77919093+skriptum@users.noreply.github.com> Date: Fri, 3 May 2024 10:56:30 +0200 Subject: [PATCH] Update 2024-05-03 --- _toc.yml | 4 + .../2024-04-16-Multiple-Regression.md | 57 +++++++- vwl6/VL_Sozialismus/2024-05-02-Soviet-Ende.md | 96 +++++++++++++ vwl6/VL_Sozialismus/2024-06-13-ASV-Empirie.md | 115 +++++++++++++-- vwl6/VL_Sozialismus/Kucik.qmd | 86 ++++++++++++ vwl6/VL_Sozialismus/_Slides.md | 132 ++++++++++++++++++ vwl6/images/2024-04-30_18-36-49.jpg | Bin 0 -> 86743 bytes vwl6/images/2024-04-30_18-36-53.jpeg | Bin 0 -> 40586 bytes vwl6/images/2024-04-30_18-50-33.jpg | Bin 0 -> 131318 bytes vwl6/images/2024-05-02_11-54-22.jpg | Bin 0 -> 137588 bytes vwl6/images/2024-05-02_12-18-08.jpg | Bin 0 -> 207278 bytes vwl6/images/2024-05-02_12-31-14-4645902.jpg | Bin 0 -> 169086 bytes vwl6/images/2024-05-02_12-31-14.jpg | Bin 0 -> 169086 bytes vwl6/images/2024-05-02_12-32-08.jpg | Bin 0 -> 190755 bytes vwl6/images/2024-05-02_16-41-51.jpg | Bin 0 -> 66360 bytes 15 files changed, 480 insertions(+), 10 deletions(-) create mode 100644 vwl6/VL_Sozialismus/2024-05-02-Soviet-Ende.md create mode 100644 vwl6/VL_Sozialismus/Kucik.qmd create mode 100644 vwl6/VL_Sozialismus/_Slides.md create mode 100644 vwl6/images/2024-04-30_18-36-49.jpg create mode 100644 vwl6/images/2024-04-30_18-36-53.jpeg create mode 100644 vwl6/images/2024-04-30_18-50-33.jpg create mode 100644 vwl6/images/2024-05-02_11-54-22.jpg create mode 100644 vwl6/images/2024-05-02_12-18-08.jpg create mode 100644 vwl6/images/2024-05-02_12-31-14-4645902.jpg create mode 100644 vwl6/images/2024-05-02_12-31-14.jpg create mode 100644 vwl6/images/2024-05-02_12-32-08.jpg create mode 100644 vwl6/images/2024-05-02_16-41-51.jpg diff --git a/_toc.yml b/_toc.yml index df4f7558..eda10a23 100644 --- a/_toc.yml +++ b/_toc.yml @@ -857,7 +857,11 @@ subtrees: title: Marx - file: vwl6/VL_Sozialismus/2024-04-25-Schockindustrie.md title: Schockindustrie + - file: vwl6/VL_Sozialismus/2024-05-02-Soviet-Ende.md + title: Soviet Ende - file: vwl6/VL_Sozialismus/2024-05-23-Long-Run.md title: Long Run - file: vwl6/VL_Sozialismus/2024-06-13-ASV-Empirie.md title: ASV Empirie + - file: vwl6/VL_Sozialismus/_Slides.md + title: diff --git a/vwl6/VL_Econometrics/2024-04-16-Multiple-Regression.md b/vwl6/VL_Econometrics/2024-04-16-Multiple-Regression.md index 3b6936a7..de15a77f 100644 --- a/vwl6/VL_Econometrics/2024-04-16-Multiple-Regression.md +++ b/vwl6/VL_Econometrics/2024-04-16-Multiple-Regression.md @@ -14,4 +14,59 @@ $$ wage = \beta_0 + \beta_1 educ+\beta_2 experience + \epsilon $$ - +**Interpretation** $\beta_1$ = change in *y* w.r.t $x_1$, holding all other factors fixed + +**Assumption** here: $E(u | x_1,x_2) = 0$ : + +- u same for all combinations of $x_1, x_2$ + + + +## OLS Expected Value + +Assumptions: + +1. parameters ($\beta_i$​) are linear (*variables can be nonlinear*) +2. random sample of population +3. no perfect collinearity + - variables are not constant + - no perfect linearity of variables + - nonlinear functions of same variable are allowed, e.g $y = \beta_0+\beta_1 x + \beta_2 x^2+u$ +4. zero conditional mean: $E(u | x_1,x_2,...) = 0$ + +=> estimate = truth: $E(\hat{ \beta }) = \beta$ + + + +### Misspecification + +Irrelevant Variables + +- no effect on unbiasedness +- effect on variance of OLS-estimator + + + +Omitted Variable Bias + +- true model: $y = \beta_0+\beta_1 x_1 + \beta_2 x_2$ +- our model: $\hat{ y } = \hat{ \beta_1 } + \hat{ \beta_2 } \hat{ \delta }$ (delta = slope between $x_1$ and $x_2$) +- => $Bias(\beta_1) = E(\beta_1)-\beta_1$ + + + +## OLS Variance + +5th assumption: **Homoskedasticity** + +- error *u* = same variance for all given values +- $Var(u | x_1,...) = \sigma^2$ + +Variance formula + +$$ +Var (\hat{ \beta_1 }) = \frac{ \sigma^2 }{SST_j(1-R_j^2)} +$$ + +- SST = total sample variation +- R = R-sqaured diff --git a/vwl6/VL_Sozialismus/2024-05-02-Soviet-Ende.md b/vwl6/VL_Sozialismus/2024-05-02-Soviet-Ende.md new file mode 100644 index 00000000..766743fe --- /dev/null +++ b/vwl6/VL_Sozialismus/2024-05-02-Soviet-Ende.md @@ -0,0 +1,96 @@ +# 02.05.2024 Ende der Sowjetunion + +## Ch. 10 After Stalin + +2. WW: loss of pop and GDP + +after 2WW - 1980 + +- exceptional growth capital stocl +- big increase employment +- some expansion cultivated acreage + +after 1980 = slowdown + +classical explanation = extensive growht / intensive growth + +- institutions not made for efficient combination of output +- system was good for shifting of underused labor surplus +- after full employment = useless + +### Weitzman Analysis + +- Soviet Model = Cobb Douglas with elasticity of substitution = 0.4 (not one as normal) +- missing technological growth = no longer problem +- but shrinking labor supply +- rapid growth => abrupt slowdown + +![img](../images/2024-05-02_16-41-51.jpg) + +- Soviet Union Isoquant Figure: + - in 1928: 1% more capital = 0.97 more output (=capital constrained) + - in 1960 = labor and capital both efficient + - in 1980: 1% more labor = 0.8% more output (=labor constrained) +- with better elasticity of substitution = grwoth would go on (similar to Japan) + +### Allen analysis + +- not EOS problem, but investment + +**Reconstruction Investment** + +- e.g refitting old factories +- high input needed +- less output growth +- wasteful + +Politcal Reasons for reconstruction investment + +- employment protection +- provision of housing was trough employer +- believe to be more economic + + + +**Resource Depletion** + +- 1970s: western russian resources depleted +- shift to siberia = wasteful + espensive +- resource course +- example: energy (coal) + - coal in west (donezk) depelted + - shift to siberia = more expensive +- solution would have been trade +- but focus in self-suffiency in SU +- no conservation of energy + - soft budget constraint = not rising prices + - lacking monitoring + - no agreement +- no politicaln will for long run investment + +poor incentives => not efficient resource use + + + +**Technology** + +**classical analysis:** conservative towards new technology + +- no in house research, but in institutes +- benefits of technology = only to consumers, not enterprises +- output target = no incetinve to innovate + +**Allen analyisis** + +- significant research on site (ex. cement industry) +- external factor = arms race +- reallocation to military sector (esp. R&D) +- military-industrial secotr = take all bright heads +- plans did not make sense generally + + + +=> market driven technological change needed + +- not one person has to solve problems (like Gorbachev) +- but the market in general \ No newline at end of file diff --git a/vwl6/VL_Sozialismus/2024-06-13-ASV-Empirie.md b/vwl6/VL_Sozialismus/2024-06-13-ASV-Empirie.md index 67b4e888..60178610 100644 --- a/vwl6/VL_Sozialismus/2024-06-13-ASV-Empirie.md +++ b/vwl6/VL_Sozialismus/2024-06-13-ASV-Empirie.md @@ -1,40 +1,137 @@ # 13.06.2024 Empirie ASV -Leonard Kucik +## Über die Texte + +Leonard Kukic - Assistant Prof: Universitad Madrid - Topics: Economic History, Eastern Europe +2018: + +2020: + +## Wirtschaftsgeshichte Jugoslawiens + +- 45-51: Schockindustrialisierung + - wie Sowjetunion + - zentralisiert +- 48-65: eigenes Modell der Zentralplaung + - Entscheidungsfreiheit in Unternehmen + - Arbeiterselbstverwaltung + - softere Targets, keine Kollektivierung + - zentralen Investment-Fond (staatliches Kapital) +- 65-74: Marktsozialismus + - GATT-Beitritt (WTO Pred.) + - Einbindung internationaler Handel + - Arbeiterräte in Firmen + - Banken als Finanziers + - Bewegungsfreiheit / Migrationsphase +- 74-91: Untergang + - Überregulierung + - Backlash gegen Liberalisierung + - Tito stirbt + - ethnische / politische streitigkeiten über Zukunft + +## Definitionen + +**Solow Modell** + +- exogenes long-run growth model +- Cobb Douglas Produktionsfunktion +- grundlage von Growth Accounting (erwähnt in Paper) +- Versuch zu erklären, warum einige Länder arm, andere reich sind + - basierend auf Kapitalstock / Labor Force / Investments etc + + + + +**TFP** = Total Factor Productivity + +- Effizienz der Verwendung der beiden Produktionsfaktoren in Output +- "Measure of our Ignorance" = was wir nicht messen können +- Institutionen, Culture, Geography, Technology +- insbesondere wichtig, wenn Wirtschaft weiter entwickelt ist + + + +## Paper 1: BCA +Wachstumsfaktoren Analyse mit Business Cycle Accounting -## Socialist growth revisited: insights from Yugoslavia +- neoklassisches wachstumsmodell +- wedges = abweichung vom "perfekten Pfad" +- vergleich mit anderen staaten (Griechenland, USA, ...) +Ergebisse: +- TFP = insgesmat wichtig für Wachstum +- ab 1980: sinkendes TFP Growth +- besonders relecant aber: labor wedge sinkt +> **Labor wedge:** structure of incentives determining provision of labor +> +> => interpreted as distortion arising due to increased taxation +sozialistische firma = distorted version of perfectly competitve economy -- European Review of Economic History -- DOI: [10.1093/ereh/hey001](http://doi.org/10.1093/ereh/hey001) -## Origins of regional divergence: economic growth in socialist Yugoslavia +![img](../images/2024-05-02_11-54-22.jpg) +Grund für Labor Wedge: 1965 Reform -- The Economic History Review -- DOI: [10.1111/ehr.12967](http://doi.org/10.1111/ehr.12967) +- maximize income per worker +- wage rate above market rate +- less investment +- restrict labor entry (like strong unions?) -Kritik / Gedanken +## Paper 2: Divergence + +> **(Solow)-Convergence** (Conditional) +> +> - Tendenz dass sich arme Länder höhere Wachstumsrate haben +> - sich reichen damit annähern (Catch Up Growth) +> - typisches Beispiel: Südstaaten Nordstaaten USA + + + +reichere Regionen + +- höheres Ausgangsniveau = Vergangenheit in Austro-ungarn +- und dann auch noch mehr Wachstum + +![img](../images/2024-05-02_12-31-14.jpg) + +## Rolle des Ölschocks + +externer Schock + +- balance of payments krise = devisenmangel +- energieineffizienz der Wirtschaft = teuer + +=> jugoslawischen Wirtschaft den Todesstoß gegeben + +## Kritik / Gedanken - Finanzielle Unterstützung von *Mercatus Center* (neoliberaler Think Tank) -- gibt dem ganzen ein Geschmäckle + - gibt dem ganzen ein Geschmäckle + - abneigung gegen gewerkschaften / income per worker maximizing + - wie hat der Öl schock andere Länder gebrochen (die kapitalistisch waren) - bspw. **XX?** +- wenn 1965 reformen wichtig für downfall waren, warum dann erst ab 71 sichtbar? +- sozialismus = abweichung von perfket competitive economy? + + + + diff --git a/vwl6/VL_Sozialismus/Kucik.qmd b/vwl6/VL_Sozialismus/Kucik.qmd new file mode 100644 index 00000000..cdb35893 --- /dev/null +++ b/vwl6/VL_Sozialismus/Kucik.qmd @@ -0,0 +1,86 @@ +--- +title: "Kucik" +format: html +--- + +## Kucik Replication + +Data + +```{r} +library(tidyverse) +library(plm) +``` + +```{r} +yugoslavia_growth <- data.frame( + Region = c(rep("Bosnia", 4), rep("Croatia", 4), rep("Kosovo", 4), rep("Macedonia", 4), + rep("Montenegro", 4), rep("Serbia", 4), rep("Slovenia", 4), rep("Vojvodina", 4)), + Growth_Period = rep(c("1953–61", "1961–71", "1971–81", "1981–6"), 8), + Labour_Productivity = c(5.0, 7.4, 4.1, 4.4, 5.9, 8.1, 4.3, 2.0, 2.5, 9.7, 5.4, 2.3, 5.0, 8.5, 3.5, 3.8, + 5.7, 7.3, 4.7, 2.0, 5.5, 6.9, 4.9, 2.5, 6.7, 7.2, 4.1, 1.6, 6.4, 8.8, 4.5, 2.3), + Physical_Capital_Deepening = c(2.1, 3.7, 2.4, 1.6, 1.3, 3.6, 2.3, 0.9, 1.8, 4.5, 2.9, 0.5, 2.6, 4.1, 1.5, 0.8, + 3.8, 3.1, 2.3, 0.8, 2.4, 3.4, 1.9, 1.1, 1.3, 2.9, 2.3, 0.4, 1.3, 3.2, 3.0, 1.0), + Human_Capital_Deepening = c(1.6, 1.3, 1.4, 0.7, 1.5, 0.9, 0.8, 0.5, 1.4, 1.8, 1.4, 0.3, 1.8, 1.3, 0.9, 0.7, + 1.7, 1.0, 1.2, 0.5, 1.5, 1.0, 1.0, 0.6, 1.3, 0.6, 0.5, 0.3, 1.4, 0.7, 0.9, 0.3), + TFP = c(1.2, 2.4, 0.3, 2.1, 3.0, 3.6, 1.2, 0.6, -0.6, 3.3, 1.1, 1.5, 0.7, 3.1, 1.1, 2.3, 0.2, 3.1, 1.3, 0.7, + 1.6, 2.6, 2.0, 0.8, 4.1, 3.6, 1.3, 0.9, 3.8, 4.8, 0.6, 1.0) +) +``` + +```{r} +# clean data frame, make a separate DF just for TFP + +yugoslavia_growth_tfp <- yugoslavia_growth %>% + select(Region, Growth_Period, TFP) %>% + spread(key = Growth_Period, value = TFP) +``` + + +```{r} +# line plot + +yugoslavia_growth_tfp %>% + gather(key = "Growth_Period", value = "TFP", -Region) %>% + ggplot(aes(x = Growth_Period, y = TFP, group = Region, color = Region)) + + geom_line() + + geom_point() + + labs(title = "TFP Growth in Yugoslavia by Region", + x = "Growth Period", + y = "TFP Growth") + + theme_minimal() +``` + +```{r} +# adjust colors for the northern regions (Vojvodina, Slovenia, Croatia) + +yugoslavia_growth_tfp %>% + gather(key = "Growth_Period", value = "TFP", -Region) %>% + ggplot(aes(x = Growth_Period, y = TFP, group = Region, color = Region)) + + geom_line() + + geom_point(size=1.5) + + scale_color_manual(values = c("red", "blue", "red", "red", "red", "red", "blue", "blue")) + + labs(title = "TFP Growth in Yugoslavia by Region", + x = "Growth Period", + y = "TFP Growth") +``` + +adjust the shapes of the points, each region different shape + +```{r} +# adjust the shapes of the points, each region different shape + +yugoslavia_growth_tfp %>% + gather(key = "Growth_Period", value = "TFP", -Region) %>% + ggplot(aes(x = Growth_Period, y = TFP, group = Region, color = Region, shape = Region)) + + geom_line() + + geom_point(size=2) + + scale_color_manual(values = c("red", "blue", "red", "red", "red", "red", "blue", "blue")) + + scale_shape_manual(values = c(0, 1, 2, 3, 4, 5, 6, 7)) + + labs(title = "TFP Growth in Yugoslavia by Region", + x = "Growth Period", + y = "TFP Growth") + + theme_minimal() +``` + +```{r} diff --git a/vwl6/VL_Sozialismus/_Slides.md b/vwl6/VL_Sozialismus/_Slides.md new file mode 100644 index 00000000..be2a2171 --- /dev/null +++ b/vwl6/VL_Sozialismus/_Slides.md @@ -0,0 +1,132 @@ +--- +format: + beamer: + theme: Madrid +title: ASV Empirie +date: "13 06 2024" +date-format: medium +author: "Marten Walk" +--- + +--- + +## Allgemein + +:::: {.columns} + +::: {.column width="60%"} + +über den Autor + + + +::: + +::: {.column width="40%"} + +![Leonard Kukic (eigene Website)](../images/2024-04-30_18-50-33.jpg) + +::: + +:::: + + + +--- + +:::: {.columns} + +::: {.column width="50%"} + +**Kukić, Leonard**. “Socialist Growth Revisited: Insights from Yugoslavia.” *European Review of Economic History* 22, no. 4 (November 1, 2018) + +\ + +![EREH Cover](../images/2024-04-30_18-36-53.jpeg){height=40%} + +::: + +::: {.column width="50%"} + +**Kukić, Leonard**. “Origins of Regional Divergence: Economic Growth in Socialist Yugoslavia †.” *The Economic History Review* 73, no. 4 (November 2020) + +\ + +![EHR Cover](../images/2024-04-30_18-36-49.jpg){height=40%} + +::: + +:::: + +--- + +## Wirtschaftsgeschichte + +| Zeitraum | Modell | wirt. Entscheidungen | +| -------- | ------------------------ | -------------------- | +| 1948-51 | Schockindustrialisierung | Zentralregierung | +| 1948-65 | eigenes Zentralmodell | Zentralregierung | +| 1965-74 | Marktsozialismus | Arbeiterräte | +| 1974-91 | Backlash + Niedergang | Firmenabteilungen | + +--- + +## Refresher + +##### **Solow-Modell** + +- exogenes long-run Wachstumsmodell +- basierend auf erweiterter Cobb-Douglas Produktionsfunktion + +##### **TFP** = Total Factor Productivity + +- *"measure of our ignorance"* +- Maß für Effizienz in Kombination von Faktoren + + + +**** + +## Socialist Growth Revisited + +- neoklassisches Wachstumsmodell +- Anteile der Produktionsfaktoren an Wachstum + +##### **Wedge** + +Anreizstruktur für den Produktionsfaktor = Verzerrung / Abweichung + +--- + +::::{.columns} + +::: {.column width="50%"} + +- TFP = steigende Bedeutung für Wachstum +- Labor-Wedge = retardierende Rolle bei Wachstum ab 1965 +- ineffizente Anreize für Arbeit + +::: + + + +::: {.column width="50%"} + +![Labor Wedge (Kukic 2018)](../images/2024-05-02_11-54-22.jpg) + +::: + +:::: + +--- + +## Regional Divergence + +##### **Convergence** + +- arme Länder = höheres Wachstum (*Catch-Up*) +- Angleichung der Einkommensniveaus + +--- + +![TFP Wachstum in verschiedenen Regionen](../images/2024-05-02_12-32-08.jpg) diff --git a/vwl6/images/2024-04-30_18-36-49.jpg b/vwl6/images/2024-04-30_18-36-49.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ed3ba44a31f10c0bcd1e43a5575c4201c95fa20 GIT binary patch literal 86743 zcmeEv2S60dmS`g)q96v60YQS~C|Pj?Bui$zoRws!r%84iG=mP{`l3vjzZVWp3ag z005K#Ktc+TfUeSgp!2JHh7d+Z(9H}Md~o;gHtrB`lmh_1J!P!m z7BFT_Tet_@-4^b`ET<#J%&BkZYz6mr=K_QUg+-(U!G9rUArUEIK`9{-u(bUE5J|ps z2Ly$Mg-D+7;YuWe_&wjNvkXLv^sD>R4kEkP0f6)?+y_AaH{6^-*uLTB1-gI4jbz_m zc>!SfzOU}U<9nqkfe$bk`1T|Y5ElW;U3|>s)PQ}&CE&=e53stulax3N+yf{N9y~~K zkdlIe^4Q@+hmX-xQ&LjXGMqR;d*TGcG0NTR>toOJ=Q|12;lor%sE!^va+K!Cks~xa 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