# 04 April 2017 Finalised at 24 March 2017 4 CAC 40: highest corporate earnings The essential since 2010 with more surprises in store! IBRA WANE, Strategy and Economic Research In 2016, CAC 40 cumulative net earnings shot up 38% to their best level since 2010. This improvement still owed a lot to reduction of nonrecurring expenses that weighed on 2015, but the trend is clearly encouraging. Activity picked up significantly between the first and second half. The normalisation of commodity prices should reduce write-downs even further. CAC 40 earnings at an all-time high since 2010 In 2016, CAC 40 cumulative net earnings shot up 38%1. Totalling €73 billion, they hit their peak level since 2010 (Chart 1). The financial structure of the CAC 40 also significantly relaxed. Excluding the banking sector, the net debt to equity ratio dropped from 36% in 2015 to a 10-year low of 30% in 2016! (Chart 2). Top profit-earners included the same trio as in 2015: BNP-Paribas (€7.5bn, +17%), Axa (€5.7bn, +7%) and Total (€5.6bn, +23%). The biggest improvements were recorded by newcomers such as ArcelorMittal, LafargeHolcim and Safran, all three of which are now in the black. Meanwhile, Technip, Peugeot, Bouygues and Solvay posted gains of more than 50%. Finally, only three companies recorded losses (Engie, Nokia and Publicis) versus four in 2015 (ArcelorMittal, Engie, LafargeHolcim and Safran), and while gas company Engie (formerly GDF-Suez) was in the red for the second year in a row, it did manage to cut its losses by close to 90% between 2015 and 2016. CAC 40 earnings should surprise on the upside once again in 2017, especially in light of low consensus predictions (+5% according to the IBES consensus). Between the acceleration of nominal growth, a less negative forex effect, ongoing normalisation in the Energy & Commodities sector, and the automatic turnarounds of Airbus, Engie, Nokia and Publicis, a +16% rise in CAC 40 earnings is entirely plausible. Of course, these spectacular improvements need to be taken with a pinch of salt because they are largely based on the reduction of non-recurring expenses, down from €25bn to €10bn between 2015 and 2016. Bear in mind that in 2015, ArcelorMittal, Engie and LafargeHolcim altogether recorded asset impairments of nearly €18bn, primarily consisting of write-downs triggered by the collapse of metal and energy prices. Similarly, the 2016 erosion of CAC 40 revenues (-1.1% reported, -2.7% likefor-like) puts a dampner on the much-vaunted impact of the improved economic environment in Europe. Counteracting the cyclical turnaround in Europe, CAC 40 companies were hurt by the steep drop in emerging currencies or the decline in interest rates, penalising international or financial names depending on the case. 1 S1 S2 12M SourceArial Factset, Amundi 8 Bold (1Recherche or 2 by lines maxi) +38% (aggregateTitle data) :and +20% weighted market cap 28 40: Net income CAC 40: CAC Net income (Sum in Bn EUR) (Sum in Bn EUR) 1 Bn EUR 100 95 82 80 60 73 68 64 44 62 53 42 42 40 H1 H2 2016 2015 2014 2013 2012 2011 0 2010 20 2009 2016 2015 2014 2013 2012 2011 2010 2009 2008 2007 To gauge the impact0 of the normalisation of commodity prices, the cumulative earnings of the three Energy & Commodities companies (ArcelorMittal, Total and Technip) rose by €10bn between 2015 and 2016, accounting for half English version 2008 coming out of the 40 red (Δ +€10.1bn), reduced losses in Utilities (Δ +4.1bn) and significant gains in Industry & Chemicals (Δ +€5.1bn and +58%) and Consumer goods (Δ +€3.2bn and +22%); together, these sectors made up 20 58% of the CAC 40 market cap. 2016 earnings at a record high since 2010 2007 While it is important to consider the progress made in 2016 in perspective, the trend is encouraging nonetheless: --First, the increase in earnings was more broadly distributed than usual. Of the 40 companies in the index, only 11 saw their earnings decrease in 2016, compared with 15 in 2015 and as many as 26 in 2008! --In addition, the opposing forces weighing on CAC 40 revenues started to Graph n° French version ease up in the second half (H2). A sharp improvement was observed over the course of the year, with comparable revenues at -0.5% in H2 versus CAC 40 : Résultats nets (cumul en Mds EUR) n°1 -4.9% in H1. --Finally, the steep drop in non-recurring expenses recorded in 2016 was not merely an accounting feat. It also reflected a real improvement in the 95 environment. 100 Since the start of 2016, as concerns over Chinese growth 82 prices have significantly climbed. Oil have dissipated, metal and energy 73 steel and gas prices rose from 80 $36 at end-2015 to68$57 at end-2016, while 64 prices rebounded by 56% and 59%, respectively,62in 2016 (chart 3). 53 up +€20.1bn and 60 Sectorwise, the 2016 improvement in CAC 40 earnings, 44 42 +38%, can be primarily attributed to the42Energy & Commodities sector 12M Source:Arial Factset, Amundi(1 Research Title 8 Bold or 2 lines maxi) Document for the exclusive attention of professional clients, investment services providers and any other professional of the financial industry CAC 40 : Fonds propres en Mds EUR et Gearing en % n°2 CAC 40: Total Equity in Bn EUR and Gearing in % Graph n° English version CAC 40 : Résultats nets (cumul en Mds EUR) n°1 CAC 40: Net income (Sum in Bn EUR) Bn EUR 73 base 100 au 30 juin 2014 70 n°3 06-14 08-14 10-14 12-14 02-15 04-15 06-15 08-15 10-15 12-15 02-16 04-16 06-16 08-16 10-16 12-16 02-17 After this rundown of CAC 40 earnings in 2016, what can we expect to 60 see in 2017? The 110 IBES consensus predicts that CAC40 EPS will climb another 50100 +5%, versus +13% for the euro zone as a whole. Excluding exceptional policy circumstances, 40 such 90 as Frexit, which threaten to distort CAC 40 earnings, the consensus30is80on the low side in our view. Combining macro and microeconomic factors, another increase in cumulative CAC 40 earnings 20 70 of around +16%2 is within reach, as we see it. 60 06-14 08-14 10-14 12-14 02-15 04-15 06-15 08-15 10-15 12-15 02-16 04-16 06-16 08-16 10-16 12-16 02-17 On the macroeconomic front: 50 Steel global Index Gaz naturel Brent - -Real GDP growth in 2017 should be slightly stronger than in 2016, both 40 Title 8 Bold (1 or 2 lines maxi) SourceArial : Datastream, Recherche Amundi in France (+1.3% versus +1.1%) and the World (+3.2% versus +3.0%), which 30 is good for the top line of CAC 40 companies and hence for their margins. 20 - -Sales growth will be on an even better track considering that inflation in CAC 40 : Résultats nets 2015-2016 par secteur developed countries is expected to reach 2% for(cumul the first time n°4 in five en Mds EUR) years, compared with +0.2% in 2015 and +0.8% in 2016. After years under Steel global Index 2 Gaz naturel Title Arial 8 BoldRecherche (1 or 2 Amundi lines maxi) Sourceaux : Datastream, Services Conso. +15% weighted by market cap Technologie Brent H2 2016 2015 2014 2013 2012 2011 2010 2009 2008 2007 H1 42 42 53 12M Source:Arial Factset, Amundi(1 Research Title 8 Bold or 2 lines maxi) 20 H1 Bn EUR H2 2016 2015 2014 2013 2012 2011 2010 2009 0 40: Total CAC 40: Total BnGearing EUR in % CAC Equity in Equity Bn EURinand and Gearing in % S, Net debt/Equity) (Right S, (Right Net debt/Equity) 2008 2 12M Source:Arial Factset, Amundi(1 Research Title 8 Bold or 2 lines maxi) 800 60% 750 50% 700 CAC 40: Total Equity in Bn EUR and Gearing in % 40% (Right S, Net debt/Equity) 650 Bn 600EUR 30% 800 550 60% 20% 750 500 50% 10% Equity (ex Banks) 2016 2015 2014 2013 550 2012 600 2011 650 400 2010 700 450 2016 2015 2014 2013 2012 2011 30% 10% 450 400 40% 0% Gearing (ex Banks) 20% 500 Factset, Amundi Research Source: 2010 2016 2015 2014 2013 2012 2011 2010 2009 2008 2007 Cours des matières premières The earnings improvement should accelerate in 2017 40 44 2009 30% Midway between 550 sectors posting the biggest improvements and those F.P. ex Banques Gearing ex Banques 20% on the decline were Financials (Δ +€1.3bn, +6%), Healthcare (Δ +€0.5bn, 500 Source : Factset, Amundi Recherche Title Arial 8 Bold (1 or 2 lines maxi) +9%) and Telecoms (Δ +€0.3bn, +11%). Financials continued10% to suffer from the 450rate environment. They also had a high comparison base unsupportive interest to deal with: 2015 earnings had doubled with the elimination0% of the record fine 400 levied on BNP in 2014. In Cours Healthcare, Sanofi’s consolidated net income rose des matières premières n°3 10% to €4.3bn, although it was byjuin lower basehelped 100 au 30 2014impairments than in 2015 (Δ F.P. ex Banques Gearing ex Banques -€0.5bn). Sanofi’s economic performance, undermined by high start-up costs SourceArial : Factset, Amundi Recherche and a negative110 forex effect, was (1actually down 1% restated. In Telecoms, Title 8 Bold or 2 lines maxi) 100 (+11%) were boosted by improvements achieved in 2015 Orange’s earnings (+187%) to a record 90 high since 2011. 80 62 60 0 2009 2016 2015 2014 2013 2012 2011 2010 2009 2008 2007 600 The rebound in 2016 earnings 53 44 42 42 is predominantly attributable 95 100 40 to the normalisation 82 73 80 commodity prices of 20 68 64 2008 2016 2015 2014 2013 2012 2011 2010 2009 2008 2007 750 50% Unlike these sectors, Consumer Services (Δ -€2.3bn, -41%) and CAC 40 : Fonds Mdsearnings EUR et Gearing en % Despite the Technology (Δ 700 -€2.1bn, -78%)propres saw en their decline. n°2 (Ech D, Dettes nettes/Fonds propres) 40% 650 by Accor progress achieved (+9%) and Kering (+17%), Consumer Services suffered from simultaneous downtrends recorded by Sodexo Mds EUR 600 30% (-9%), Carrefour (‑24%), Vivendi (-35%) and especially ad agency Publicis60% (-158%). Publicis 800 550 20% was forced to book a write-down of €1.4bn owing to problems faced by US 750 digital subsidiary500 Sapient, bought at the end of 2014 for €3.0bn. 50% In Technology, 700 Nokia tipped the450 scales with a net loss of -€0.9bn versus a10% profit of +€1.2bn in 40% 2015. Corrected400 for650 non-recurring expenses subsequent to 0%the acquisition of Alcatel Lucent, its reported net income (non-IFRS) would only have fallen 10%. 62 60 Bn EUR 2016 2015 2014 2013 2012 2011 2010 2009 2008 2007 20 The Industry & Chemicals sector (+58%) managed to overcome the stagnation of Saint-Gobain (+1%) and Air Liquide (+5%), and more importantly 0 : Fonds CAC 40 propres EUR et provisions Gearing en %(€2.2bn) on the the nose-dive of Airbus (‑63%) due en toMds massive n°2 (Ech D, Dettes nettes/Fonds propres)to LafargeHolcim and A400 M. The sector bounced back thanks largely Safran successfully getting outS1 of the red,S2the turnaround 12M for Bouygues (+81%) Mds EUR Source : Factset, Amundi Title Arial 8 Bold (1Recherche or 2 lines maxi) (+14%), Vinci (+22%) and and Solvay (+53%), and strong showings by Legrand 800 60% Schneider (+24%). 73 68 CAC 6440: Net income (Sum in Bn EUR) 2007 53 60 The Automotive sub-sector was 44 noteworthy 42the Consumer Goods sector 42 in 95 (+22%). Driven by an 100upturn in vehicle registrations (+6.5%) in Europe, this sub40 sector recorded a +€2.1bn increase 82 in profits, i.e. an average improvement of +38%, with +21% for Renault, +27% for Valeo, +43% for Michelin and +92% 73 80 68 names, Oréal’s reported earnings 20 other Consumer Goods for Peugeot! Among 64 62 shed 6%, compared with increases of +11%, +34% and 53 +43% respectively 60 for LVMH, Pernod0Record (fiscal44year at end-June) and Danone. Restated for 42 42 non-recurring items, their differences were much narrower. Pernod Ricard’s restated net income40would have been up +2%, Oréal’s +5% (impairment loss S1 S2 12M on two subsidiaries: and Clarisonic), SourceArial :Magic Factset, Amundi Title 8 Bold (1Recherche or 2 linesDanone’s maxi) +7% and LVMH’s +11%. 80 English version 82 2008 68lower provisions for impairment, with Engie’s losses is largely attributable to CAC64 40 : Résultats nets (cumul en Mds EUR) n°1 an impact of -€3.8bn on net income in 2016 versus62 -€6.8bn in 2015. 2007 80 95 100 2007 82 Graph n° French version the increase in CAC 40 earnings! Similarly, in Utilities, the 90% reduction in 0% Commodity prices, index 100 on June 30 2014 Equity (ex Banks) 110 Gearing (ex Banks) Source: Factset, Amundi Research 100 90 Commodity prices, 380 Commodity prices, 100 on index 100index on June 30 June 2014 30 2014 70 60 110 50 100 40 90 30 80 20 70 60 50 06-14 08-14 10-14 12-14 02-15 04-15 06-15 08-15 10-15 12-15 02-16 04-16 06-16 08-16 10-16 12-16 02-17 95 100 Steel global Index Natural gas 40 Title 8 BoldAmundi (1 orResearch 2 lines maxi) Source:Arial Datastream, Brent 30 20 06-14 08-14 10-14 12-14 02-15 04-15 06-15 08-15 10-15 12-15 02-16 04-16 06-16 08-16 10-16 12-16 02-17 April 2017 # 04 French version CAC 40 Net results 2015-16 by sector (Bn EUR) Steel global Index Natural gas Brent Title Arial 8 BoldAmundi (1 orResearch 2 lines maxi) Source: Datastream, Cons. Services Technology 29 Télécom Telecom Document for the exclusive attention of professional clients, investment services providers and any other professional of the financial industry CAC 40 : Résultats nets 2015-2016 par secteur (cumul CAC 40 Net results 2015-16 by sector (Bn EUR) n°4 Santé en Mds EUR) Healthcare April 2017 30 30 20 20 Steel global Index Gaz naturel Brent Title 8 BoldRecherche (1 or 2 Amundi lines maxi) SourceArial : Datastream, Steel global Index 4 Finally, on the microeconomic front, we predict that: Biens de Conso.sectors will continue improving (Δ +€3.0bn, - -the Energy & Commodities +40%) as will Industry & Chemicals (Δ +€1.5bn, +11%). For Energy & Indus. & Chimie Commodities, the stabilisation of Brent oil prices at around $50 versus & Mat 1ères $44 in 2016, Energie coupled with Chinese growth, should bring asset impairment down even further. The sector’s -5 comparison 0 5 10 base 15 will 20 also 25 continue to be positive. At end-2016, its cumulative earnings represented only 36% of 2007 2016 2015 cumulative earnings (77% Amundi for theRecherche CAC 40). In addition to the acceleration Source : Factset, of nominal growth, the Industry & Chemicals sector will be driven by the take-off of Airbus. By way of precaution, our assumptions on Airbus are n°5 significantly below the consensus (i.e. €1.6bn in 2017e versus €2.6bn according to the consensus and €1.0bn in 2016) due to the persistent lack of visibility on certain programmes. - -Nokia, Engie and Publicis will get out of the red, in the wake of nonrecurring expenses totalling over €7bn last year. This in turn should trigger a major rebound in Technology (Δ +€2.0bn, > 100%), Utilities (Δ +€1.6bn, after losses of €0.1bn in 2016) and Consumer Services (Δ +€1.9bn, +59%). Our 2017 assumptions for Engie are also below the consensus (€1.0bn versus a range of €2.1bn to €2.4bn). In Consumer Services, while Vivendi should remain under pressure, Accord, Carrefour and Kering should be able to improve their results. From a more general standpoint, we would stress that the comparison base for of 2016 versus 2007 earnings in all three sectors is very positive, at 42% for Consumer Services, 8% for Technology and -3% for Utilities! - -for the rest, cumulative growth in other sectors should only be +3%: +8% for Consumer Services (vs. +22% in 2016), +7% for Healthcare (+9% in 2016), -1% for Financials (+6% in 2016) and -3% for Telecoms (+11% in 2016). We are little surprised to find Financials at the bottom of the ranking; the expected decrease in the number of non-performing loans and steepening CAC 40 : Résultats nets 2016-2017 par secteur (cumul of the yield curve should fuelen earnings growth for banks. Is it because of a Mds EUR) relatively difficult comparison base, given that Financials were more resilient than average, contrary to accepted views 3? Or will analysts keep raising Financières their forecasts, as they have for the last six months? Time will tell! Télécom Ultimately, despite any reservations one might have on a given sector, the Santé earnings improvement trend begun in 2016 should pick up in 2017. Given the wariness surrounding the equity markets in general, and the shadow cast over Biens de Conso. France due to the upcoming elections, it is not small thing for the CAC 40 to Services aux Conso. be in such good health. CAC 40 Net results 2015-16 by sector CAC 40 Net results 2015-16 by sector (Bn EUR) (Bn EUR) Technology Telecom Healthcare Financials Utilities Cons. Goods Ind. & Chemicals Oil & Basic Res -5 2016 5 Cons. Goods Cons. Services Energie & Mat 1ères Oil & Basic Res 20 25 Healthcare Ind. & Chemicals 15 20 Telecom Indus. & Chimie 2016 15 2015 Financials Technology 10 10 CAC 40 Net results 2016-17 by sector CAC 40 Net results 2016-17 by sector (Bn EUR) (Bn EUR) Technologie 5 5 The turnaround is set to gather pace in 2017 Utilities 0 0 Source: Factset, Amundi Research Utilities -5 Brent Cons. Services Utilities 2017 Natural gas Title 8 BoldAmundi (1 orResearch 2 lines maxi) Source:Arial Datastream, the threat of CAC deflation and falling commodity prices,(cumul this trend will give 40 : Résultats nets 2015-2016 par secteur n°4 companies back their pricing power. It EUR) is even more crucial given how much en Mds bigger the impact of price rises is compared to volume increases. -Furthermore,Services the forex effect should be slightly more favourable in aux Conso. 2017 than in 2016. Although the dollar was stable against the euro in Technologie 2016, the pound sterling (-12% over the full year) and emerging currencies depreciated. This year,Télécom the euro should weaken slightly against the dollar (1.08 versus 1.11), and while the pound sterling is likely to continue having a Santé negative impact (-5% over the full year), emerging currencies are expected Financières to appreciate somewhat (barring any extreme protectionist measures). 25 -5 2017 0 5 10 15 2016 20 25 Source: Factset, Amundi Research Source: Factset, Amundi Recherche 3 # 04 06-14 08-14 10-14 12-14 02-15 04-15 06-15 08-15 10-15 12-15 02-16 04-16 06-16 08-16 10-16 12-16 02-17 40 06-14 08-14 10-14 12-14 02-15 04-15 06-15 08-15 10-15 12-15 02-16 04-16 06-16 08-16 10-16 12-16 02-17 40 Encadré élections françaises (en absolu) t end-2016, Financial company earnings represented 115% of their 2007 starting point, A or even 95% excluding the Kerviel versus1974 77% for the CAC 40. MSCI scandal, France depuis MSCI France since 1974 (Performances annualisées ex dividendes) annualized performances (ex div) 30 Document for the exclusive attention of professional clients, financial industry -20% 0% 20% 40% 60% investment services providers and any other professional -20% 0%of the20% 40% 60% Moy. Gauche 13% Avg. Left-Wing 13% auche Droite 74-76 76-81 81-84 84-86 86-88 88-91 91-92 92-93 93-95 95-97 97-02 02-05 05-07 07-12 12-14 14-16 16-17 Avg. Left-Wing Avg. Right-Wing 13% Telecom 2% -5% Chirac 74-76 -5% Barre 76-81 Healthcare 10% çaises (en absolu) Source: Datastream, Amundi Research Encadré élections françaises (en relatif) Absolute performance MSCI France I France vs MSCI Europe depuis 1974since MSCI France since1974 1974 annualized performances (ex annualized performances (ex div) div) ormances annualisées ex dividendes) Relative performance MSCIFrance France vs vs MSCI MSCI Europe MSCI Europesince since1974 1974 annualized performances (ex annualized performances (exdiv) div) -5% 0% 5%-20%10%0%15%20% 40% Avg. Left-Wing 13% 3% Avg. Right-Wing 2% -2% Chirac 74-76 -5% -5% Barre 76-81 10% 3% Mauroy 81-84 13% 1% Fabius 84-864% Chirac 86-88 -4% 0% Rocard 88-91 5% 16% Cresson 91-92 12% 12% Beregovoy 92-93 6% -3% Balladur 93-95 1% -7% 60% -10% 81-84 84-86 86-88 88-91 91-92 92-93 93-95 # 04 10% again become a key focus for the markets, so we decided to examine how French equities have fared under different majorities since 1974(*). 19% Ayrault 12-14 19% administrations Empirically, the French co-habitations, than under right-wing -5market0 has done 5 better 10 under 15 left-wing 20 25administrations, including 2% Valls 14-16 2% (see chart). This is true in absolute and relative terms markets. The disqualification of the left-wing party in round one 2017 2016compared to other European 36% Cazeneuve 16-17 36% and the potential of aResearch “left and right-wing” candidate would be unprecedented, however. Source: Factset,victory Amundi (*) Stockprices from May 19, 1974 to March 30, 2017 74-76 76-81 13% Cons. Goods 13% Mauroy 81-84 13% April 2017 50% Fabius 84-86 50% -4% Chirac 86-88 -4% Cons. Services16% Rocard 88-91 16% 12% Cresson 91-92 12% 6% Utilities Beregovoy 92-93 6% 1% Balladur 93-95 1% Technology > French equities and political regimes 17% Juppé 95-97 17% 12% Jospin 97-02 12% -2% Raffarin 02-05 -2% Ind. & Chemicals The next French presidential election will be held from 23 April to 7 May. The second round will likely pit Marine Le Pen (Front National) against 22% Villepin 22% Emmanuel Macron (En Marche) or François Fillon (Republicans). She will most likely be beaten 05-07 in the second round, but after the Brexit referendum -11% & Basic Reselection, investors are on their guard. Under the circumstances, Fillon andOil Donald Trump's politics07-12 - usually relegated to the background - have once -11% tastream, Amundi Recherche auche Droite 2% 07-12 Juppé 95-97 Jospin 97-02 5% Raffarin 02-05 -2% -1% Villepin 05-07 1% -3% Fillon 07-12-11% 12-14 14-16 16-17 Ayrault 12-14 3% Valls 14-16 2% Cazeneuve 16-17 -2% 95-97 -6% 97-02 02-05 05-07 Avg. Left-Wing Avg. Right-Wing 0% -2% Chirac 74-76 -5% Barre 76-81 50% 22% Fillon 07-12 19% 36% Source:Recherche Datastream, Amundi Research astream, Amundi Ayrault 12-14 Valls 14-16 Cazeneuve 16-17 5% 10% 15% 3% 3% Mauroy 81-84 Fabius 84-86 Chirac 86-88 0% Rocard 88-91 Cresson 91-92 Beregovoy 92-93 -3% Balladur 93-95 -7% Juppé 95-97 -6% Jospin 97-02 Raffarin 02-05 Villepin 05-07 17% 12% 2% -10% -5% -1% 1% 4% 5% 12% 5% 1% -3% -2% 3% 2% Source: Datastream, Amundi Research çaises (en relatif) MSCI France vs MSCI Europe since 1974 annualized performances (ex div) -10% -5% Avg. Left-Wing Avg. Right-Wing 0% -2% Chirac 74-76 -5% Barre 76-81 Fillon 07-12 Ayrault 12-14 Valls 14-16 Cazeneuve 16-17 3% 3% Mauroy 81-84 Fabius 84-86 Chirac 86-88 0% Rocard 88-91 Cresson 91-92 Beregovoy 92-93 -3% Balladur 93-95 -7% Juppé 95-97 -6% Jospin 97-02 Raffarin 02-05 Villepin 05-07 5% 10% 15% -1% 1% 4% 5% 12% 5% 1% -3% -2% 3% 2% Source: Datastream, Amundi Research Document for the exclusive attention of professional clients, investment services providers and any other professional of the financial industry 31 #04 April 2017 Recent publications Amundi Research Center Top-down Asset Allocation Bottom-up Corporate Bonds Fixed Income ce… exchan ge modifie s its this have? e centra l bank The Chines What effects will rate policy… structura l impleme nt has major needs to that Chinacapital account. This to… its appears been aware first step liberalise We have long policy. A wants to TS economi c reforms, and MY DOCUMEN ADD TO nces for its conseque MORE u READ THOUGHT 14.03.201 % 1.5 mics, Japan – Abeno by unexp ected challe nged was filled pheno mena in Japan the 4 - Thought March, On the 6thnomic projection s. macroeco of 11, ever ywherefor the victims three On March sympathy e and tsunami with renewed who offered ented earthquak unpreced Prime Minister Abe,centre of Tokyo, years ago. their souls at the unbearab le output… prayers for uncomfor table with industrial might feel weakness . While economic MY DOCUMEN ADD TO talk - Expert 4 in : What' s next Real Estatean marke ts? in 2H13… the Europe improving 11.03.201 of the Day n projec tions ECB inflatio the ECB published its new 11.03.201 Talk 4 - Expert the end onomic indicators news since Macro-ec tion of good widespre ad The accumula 2013 confirms onomic climate. of summerent in the macro-ec improvem MY DOCUMEN ADD TO MY DOCUMEN ADD TO EDUARDO ABI JABER — Quantitative Analyst – ENSAE ParisTech — DAVE BENICHOU, Portfolio Manager, HASSAN MALONGO — Quantitative Research O n the stationarity of dynamic conditional correlation models JEAN-DAVID FERMANIAN — Professor of Finance & Statistics, CREST/ENSAE HASSAN MALONGO — Quantitative Research Discussion Papers Series Cycles and asset allocation: key investment decisions MARIE NAVARRE, ARNAUD PEYTHIEU – ESG Research D MOST REA OF THE DAY MARIELLE DE JONG — Quantitative Research T he Reactive Covariance Model and its implications in asset allocation Human rights and businesses: How can one assess the corporate responsibility to protect human rights? 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CATHERINE CROZAT – ESG Research TS TS u ALL ARTICLES TS Special Issues _ French presidential election 2017 #5 - French public debt: liquid and safe BASTIEN DRUT – Strategy and Economic Research Foreign Exchange Money Markets Equities Find out more about Amundi research team research-center.amundi.com Monetary Policies Forecasts Investment Strategies Quant Emerging Markets Sovereign Bonds Private Equity Real Estate High Yield # 4 - T he candidates and budgetary / fiscal policies: what is at stake VALERIE LETORT – Strategy and Economic Research # 3 - T he French economy’s structural problems according to international organisations and the top four candidates’ platforms TRISTAN PERRIER – Strategy and Economic Research # 2 - French economy: where are we? TRISTAN PERRIER – Strategy and Economic Research # 1 - French elections - taking stock of the situation and decrypting current issues PHILIPPE ITHURBIDE – Global Head of Research, Strategy and Analysis Contributors Editor –P HILIPPE ITHURBIDE Head of Research, Strategy and Analysis – Paris Deputy-Editors –D IDIER BOROWSKI – Paris, RICHARD BUTLER – Paris, ÉRIC MIJOT – Paris, MO JI – Hong Kong, STÉPHANE TAILLEPIED – Paris Support –P IA BERGER Research, Strategy and Analysis – Paris – B ENOIT PONCET Research, Strategy and Analysis – Paris DISCLAIMER Chief editor: Pascal Blanqué Editor: Philippe Ithurbide In the European Union, this document is only for the attention of “Professional” investors as defined in Directive 2004/39/EC dated 21 April 2004 on markets in financial instruments (“MIFID”), to investment services providers and any other professional of the financial industry, and as the case may be in each local regulations and, as far as the offering in Switzerland is concerned, a “Qualified Investor” within the meaning of the provisions of the Swiss Collective Investment Schemes Act of 23 June 2006 (CISA), the Swiss Collective Investment Schemes Ordinance of 22 November 2006 (CISO) and the FINMA’s Circular 08/8 on Public Advertising under the Collective Investment Schemes legislation of 20 November 2008. 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